MultiSensor AI Holdings, Inc._December 31, 2024

 UNITED STATES
 SECURITIES AND EXCHANGE COMMISSION
 Washington, D.C. 20549

 FORM 10-K

 (Mark One)
 ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
 For the fiscal year ended December 31, 2024
 OR
 TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
 For the transition period from to
 Commission File Number: 001-40916
 (Exact name of Registrant as specified in its Charter)

 Delaware
(State or other jurisdiction of
incorporation or organization)

 86-3938682
(I.R.S. Employer
Identification No.)

 2105 West Cardinal Drive
 Beaumont, Texas
(Address of principal executive offices)

 77705
(Zip Code)

 Registrant's telephone number, including area code: ( 866) 861-0788

 Securities registered pursuant to Section 12(b) of the Act:

 Title of each class

 Trading Symbol(s)

 (Name of each exchange on which registered)

 Common stock, $0.0001 par value per share

 MSAI

 The Nasdaq Stock Market LLC

 Warrants to purchase common stock

 MSAIW

 The Nasdaq Stock Market LLC

 Securities registered pursuant to section 12(g) of the Act:
 None
 (Title of class)

 Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. YES NO
 Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. YES NO
 Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. YES NO
 Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). YES NO
 Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company, or an emerging growth company. See the definitions of "large accelerated filer," "accelerated filer," "smaller reporting company," and "emerging growth company" in Rule 12b-2 of the Exchange Act.
 Large accelerated filer

 Accelerated filer

 Non-accelerated filer

 Smaller reporting company

 Emerging growth company

 If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.
 Indicate by check mark whether the registrant has filed a report on and attestation to its management's assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report.
 If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error to previously issued financial statements.
 Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant's executive officers during the relevant recovery period pursuant to §240.10D-1(b).
 Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). YES NO
 The aggregate market value of the voting and non-voting common stock held by non-affiliates of MultiSensor AI Holdings, Inc. as of June 28, 2024, the last business day of the registrant's most recently completed second fiscal quarter, based on the closing price of $1.64 per share, was approximately $ 5.6 million.
 As of March 11, 2025, the number of shares of the registrant's common stock outstanding was approximately 32,957,641.

 DOCUMENTS INCORPORATED BY REFERENCE
 Portions of the registrant's definitive Proxy Statement relating to its 2025 Annual Meeting of Stockholders, to be filed with the Securities and Exchange Commission within 120 days after the end of the fiscal year to which this report relates, are incorporated by reference into Part III of this Annual Report on Form 10-K where indicated.

 FORWARD-LOOKING STATEMENTS

 Item 1.

 Business.

 Item 1A.

 Risk Factors.

 Item 1B.

 Unresolved Staff Comments.

 Item 1C.

 Cybersecurity.

 Item 2.

 Properties.

 Item 3.

 Legal Proceedings.

 Item 4.

 Mine Safety Disclosures.

 Item 5.

 Market For Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.

 Item 6.

 [Reserved].

 Item 7.

 Management's Discussion and Analysis of Financial Condition and Results of Operations.

 Item 7A.

 Quantitative and Qualitative Disclosures About Market Risk.

 Item 8.

 Financial Statements and Supplementary Data.

 Item 9.

 Changes in and Disagreements with Accountants on Accounting and Financial Disclosure.

 Item 9A.

 Controls and Procedures.

 Item 9B.

 Other Information.

 Item 9C.

 Disclosure Regarding Foreign Jurisdictions that Prevent Inspections.

 Item 10.

 Directors, Executive Officers and Corporate Governance.

 Item 11.

 Executive Compensation.

 Item 12.

 Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.

 Item 13.

 Certain Relationships and Related Transactions, and Director Independence.

 Item 14.

 Principal Accountant Fees and Services.

 Item 15.

 Exhibits and Financial Statement Schedules

 Item 16.

 Form 10-K Summary.

 Signatures

 Unless otherwise indicated or the context otherwise requires, references to the "Company," "we," "us," or "our" refer to the business of (i) Infrared Cameras Holdings, Inc., a Delaware corporation ("Legacy ICI") prior to the consummation of the transactions completed pursuant to that certain business combination agreement, dated as of December 5, 2022, as amended by Amendment No. 1, dated June 27, 2023, and Amendment No. 2, dated September 17, 2023 (the "Business Combination Agreement", and the transactions contemplated thereby, the "Business Combination"), by and among SportsMap Tech Acquisition Corp., a Delaware corporation ("Legacy SMAP"), ICH Merger Sub Inc., a Delaware corporation and wholly-owned subsidiary of Legacy SMAP ("Merger Sub") and Legacy ICI, resulting in the merger (the "Merger") of Merger Sub with and into Legacy ICI, with Legacy ICI surviving as a wholly-owned subsidiary of Legacy SMAP (which subsequently changed its name to MultiSensor AI Holdings, Inc.) and (ii) MultiSensor AI Holdings, Inc. ("MSAI") and its subsidiaries following the consummation of the Business Combination.

 FORWARD-LOOKING STATEMENTS
 This Annual Report on Form 10-K (the "Annual Report") contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. We intend such forward-looking statements to be covered by the safe harbor provisions for forward-looking statements contained in Section 27A of the Securities Act of 1933, as amended (the "Securities Act"), and Section 21E of the Securities Exchange Act of 1934, as amended (the "Exchange Act"). All statements other than statements of historical facts contained in this Annual Report may be forward-looking statements. Words such as "anticipates," "believes," "contemplates," "continue," "could," "estimates," "expects," "intends," "may," "plans," "potential," "predicts," "projects," "should," "targets," or "will" or the negative of these terms or other similar expressions are intended to identify such forward-looking statements. Statements regarding our future results of operations and financial position, business strategy, and plans and objectives of management for future operations, the Company's expected incurrence of significant expenses and continuing losses in the future, expansion of the Company's SaaS capabilities and offerings, the Company's expected future research and development costs and expected growth are forward-looking statements.

 We have based these forward-looking statements largely on our current expectations and projections about future events and financial trends that we believe may affect our business, financial condition and results of operations. Such forward-looking statements are subject to certain risks, uncertainties and assumptions relating to factors that could cause actual results to differ materially from those anticipated in such statements, including, without limitation, the following:

 continued low income, net losses, negative cash flows from operations and negative net working capital;

 failure to maintain competitive sales prices or reduce costs;

 failure to successfully manage the expansion of our SaaS capabilities and offerings;

 incurrence of substantial research and development costs;

 product recalls, product liability claims and any resultant impact on our reputation;

 cost and availability of capital;

 the loss of large customers; and

 the inability to effectively grow our sales, network of distributors, or business prospects.

 For a more detailed discussion of these and other factors that may affect our business and that could cause the actual results to differ materially from those anticipated in these forward-looking statements, see Part I. Item 1A, "Risk Factors" and Part II. Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations," in this Annual Report.

 These forward-looking statements speak only as of the date of this Annual Report. You should read this Annual Report and the documents that we reference in this Annual Report and have filed as exhibits to this Annual Report completely and with the understanding that our actual future results, levels of activity, performance and achievements may be materially different from what we expect. We qualify all of our forward-looking statements by these cautionary statements. Except as required by applicable law, we have no obligation and do not plan to publicly update or revise any forward-looking statements contained herein, whether as a result of any new information, future events, changed circumstances or otherwise.

 MARKET DATA
 Market data and certain industry data and forecasts used throughout this Annual Report were obtained from internal company surveys, market research, consultant surveys, publicly available information, reports of governmental agencies and industry publications and surveys. Industry surveys, publications, consultant surveys and forecasts generally state that the information contained therein has been obtained from sources believed to be reliable, but that the accuracy and completeness of such information is not guaranteed. We have not independently verified any of the data from third-party sources, nor have we ascertained the underlying economic assumptions relied upon therein. Similarly, internal surveys, industry forecasts and market research, which we believe to be reliable based on our management's knowledge of the industry, have not been independently verified. Forecasts are particularly likely to be inaccurate, especially over long periods of time. In addition, we do not necessarily know what assumptions regarding general economic growth were used in preparing the forecasts we cite. Statements as to our market position are based on the most currently available data. While we are not aware of any misstatements regarding the industry data presented in this Annual Report, our estimates involve risks and uncertainties and are subject to change based on various factors, including those discussed in Part I. Item 1A. "Risk Factors" included or incorporated by reference in this Annual Report.

 Item 1. Business.
 Business Overview
 We build and deploy intelligent multi-sensing platforms incorporating edge and cloud software solutions that leverage artificial intelligence ("AI"). We are a provider of sensing systems built around high-resolution thermal imagers, visible and acoustic imagers, as well as vibration and laser spectroscopy sensors, that perceive and measure heat, sound, vibration, and gas in industrial assets and the surrounding environment, helping companies gain insight to protect and manage their most important assets and infrastructure. We believe our platform is high performing and attractively priced across each of our primary target markets: distribution and logistics; manufacturing; and oil and gas. We also offer a wide range of form factors for our sensor devices, including, among other form factors, small to large handheld designs with built-in displays and controls, fixed-mounted single- and multi-sensor camera sensor systems, with or without displays and controls, and mobile multi-sensor payload and gimbal systems for unmanned aerial vehicles ("UAVs").
 We believe that our digital multi-sensor software technology platform positions us to become a leader in thermal and related sensing as the introduction of continuous streaming thermal data alongside other adjacent sensor data, coupled with automated insights, replaces intermittent manual thermal and physical inspections. Additionally, our cloud-connected thermal, visible, acoustic, vibration, and spectroscopy big data capture enables artificial intelligence and machine learning ("AI/ML") opportunities to elevate critical asset management to a new level and provide differentiated insight. In partnering with several blue-chip multinational customers throughout the development process, we have illustrated several high-value use cases for our MSAI Edge and MSAI Connect software across our three target markets, as described below.
 Industry Background
 A Brief History of Applied Infrared Technology
 Thermal imaging and sensing technologies were first discovered and leveraged in the early part of the 19th century. Originally used for radiation detection, the technology began being used in military applications for night vision, as well as in scientific and astronomical applications throughout the early portions of the 20th century. In the late 20th century, infrared technology was incorporated into thermal cameras, used in manufacturing and other industrial settings to identify faulty equipment in need of maintenance, as well as other potential operational and safety issues by sensing "hotspots" or raised temperatures that often presage equipment failure. As the technology grew in sophistication, and decreased dramatically in cost, the breadth of applications expanded. In the past three decades, thermal sensing technology has been applied across numerous applications, such as production process monitoring, electrical equipment monitoring, industrial plant monitoring, early fire detection, pressure vessel monitoring, tank level monitoring, and liquid and gas leak detection.
 Adjacent and Complementary Sensor Technologies to Infrared
 In industrial applications, infrared imaging technology is used to measure temperature in a uniquely high-resolution and non-contact fashion in order to detect asset and process condition anomalies. These anomalies can sometimes also be detected using sound, vibration, and visible image analysis. As a result, enhancing infrared image sensing with acoustic and visible image sensing as well as vibration monitoring can further improve asset and process condition monitoring and resultant predictive maintenance efforts.
 Continuous Monitoring and Data-Driven Insight
 In industrial settings, thermal technology has historically been applied primarily through handheld devices in order to inspect equipment on a periodic basis. As thermal camera prices have decreased and computing and communications technology have advanced over the last two decades, there has been an increase in the use of fixed thermal sensing technologies to monitor critical assets on a continuous basis. Similarly, advancements in technology and declines in prices in acoustic imagers, vibration sensors, and other industrial sensors have made continuous multi-modal data monitoring economical and effective. By deploying thermal and other sensors in continuous monitoring applications, organizations have been able to minimize unplanned downtime and reduce process waste through enhanced predictive maintenance.

 We believe we have been at the forefront of this movement towards using thermal imaging and other related sensing technology for continuous monitoring of critical assets. Most of the focus in the industry, historically, has been on the development of the sensing technology hardware itself in an effort to enhance accuracy and reliability. Having optimized the fixed-mount hardware and associated thermal, visible, acoustic, vibration, and spectroscopy devices, we have shifted our focus towards the acquisition, storage and analysis of data through our proprietary edge software, MSAI Edge, and our cloud-based software, MSAI Connect.
 Technology
 Infrared Sensing Technology
 Infrared is a portion of the electromagnetic spectrum that is adjacent to the visible spectrum but is invisible to the human eye due to its longer wavelengths. Unlike visible light, infrared radiation (or heat) is emitted directly by all objects above absolute zero in temperature. Thermal imaging systems detect this infrared radiation in an array of microbolometer pixels and convert individual temperature readings into an electronic signal, which is then processed for display as a video signal and/or analyzed by sophisticated software to conduct temperature data analysis. Thermal sensors provide several benefits over ubiquitous, visible, light-based sensing technologies, including the ability to measure temperature remotely and without touching the surface of the object, detect and image many types of otherwise invisible gases, observe in complete darkness, image through obscurants such as smoke and steam, detect and discriminate living beings from other sources of heat in an efficient and reliable way, and see over long distances with minimal atmospheric interference. For these reasons, we feel that the potential of our core technology to grow in prevalence and importance is significant, particularly as the cost of the technology continues to decline, opening up large new end applications.
 Acoustic Imaging Technology
 Audible and ultrasonic sounds across the mechanical wave spectrum have historically been detected and analyzed using single point microphones. Recently developed acoustic imaging technology combines an array of microphones surrounding a visible imaging sensor to both detect soundwaves and to estimate their source location within the camera's field of view using sophisticated software. The software analysis of these soundwaves can then identify, quantify, and localize compressed air or gas leaks as well as partial electrical discharge in industrial equipment.
 Vibration Monitoring Technology
 Mechanical vibrations of industrial equipment can be monitored using piezoelectric or accelerometer-based vibration sensors. Vibration sensor data can then be analyzed by sophisticated software to identify mechanical anomalies based upon frequency and intensity of detected vibrations and their position on the asset being monitored.
 Multi-Sensor Technology
 Our integrated solutions leverage data generated from an array of sensors and sensor modalities to protect our customers' most critical assets. We combine condition monitoring data with proprietary edge and cloud software to generate actionable insights that, we believe, minimize unplanned downtime, reduce maintenance costs, prevent catastrophe, and extend asset life.

 Products
 Sensor Devices
 Our sensor devices cover a large range of the electromagnetic and mechanical spectrums, encompassing visible-light imagers, shortwave ("SWIR"), midwave ("MWIR"), and longwave infrared imagers ("LWIR"), ultraviolet ("UV") imagers, acoustic imagers, and tunable diode laser emitter-detector pairs for laser absorption spectrometry ("TDLAS"). While our sensor devices generally include an infrared imager as a core sensor technology, many of them are multi-sensor and include two or more of the aforementioned sensor devices. We offer a wide range of form factors for our sensor devices, including small to large handheld designs with built-in displays and controls, fixed-mounted single- and multi-sensor camera systems with or without displays and controls, fixed-mounted pan-tilt-zoom single- and multi-sensor camera standalone systems, and mobile multi-sensor payload and gimbal systems for UAVs and unmanned ground vehicles ("UGVs").

 Sensor Software
 We have developed a suite of edge and cloud software systems to acquire, store, analyze, action and archive sensor data. Our edge software can operate independently or be combined with our cloud system MSAI Connect. We believe that the combination of our edge and cloud software together creates a multitude of turn-key software solutions for our customers that solve industrial problems in ways previously unavailable.
 Edge Software
 MSAI Edge is an "on premises" software, capable of processing advanced thermal imaging, visible imaging, and acoustic imaging data streams as well as multiple established industrial communications protocols. This setup enables continuous monitoring of critical equipment and processes, delivering real-time insights into their health and performance, and is readily integrated into existing operational and business intelligence systems. MSAI Edge is sold as both a term-based software license, which generally provides access to the software for a period of 12 months, and as a perpetual license.
 MSAI Edge is highly specialized because, in addition to performing standard, visible-light video processing, it also processes the raw radiometric data output from our infrared sensors, consisting of high-precision absolute temperature values for every pixel in the sensor array (ranging from 49 thousand to 1.31 million pixels, depending on the sensor). Our software is able to display a video image of the sensor output using customizable color palettes to represent temperature values and features automatic or adjustable minimum and maximum temperature values for this video image conversion. Our edge software is also able to perform analytics on the sensor output, with powerful data processing, capture, charting, and the creation of configurable temperature alerts and alarms for both the overall sensor array as well as for customizable regions of the array, or Regions of Interest ("ROI").
 Additionally, powerful features like comparing temperatures between ROIs and measuring ROI temperature changes over time enable our software to provide extended insight into industrial equipment and processes. Built-in report generation features enable easy documentation of findings for customers still performing manual inspections.
 Our edge software also features multiple notification methods for communicating a discovered temperature anomaly, including automatic email and text message generation and automated work-order generation via customer Enterprise Asset Management systems. In addition, our software features flexible integration with customer systems using various industrial protocols to enable automatic, anomaly-driven remediation, whether dynamically adjusting operating parameters, shutting down production lines at risk of imminent failure, or triggering fire suppression systems. Versions of our edge software are also capable of capturing, storing, and analyzing sensor data from UV imagers, acoustic imagers, and TDLAS devices. Also, our edge software designed for UAV and UGV usage enables partial to complete integration with the unmanned system's control architecture to not only capture sensor data but also control gimbal devices and communicate with the unmanned system's flight or ground controls.
 Historically, a variation of our edge software was designed to measure human skin temperature in order to identify individuals who had an elevated body temperature. This software was primarily sold during the COVID-19 pandemic and featured AI capabilities and included computer vision modules used to automatically detect and locate a temperature reference source, automatically detect one or more human faces in the scene, and determine if a hat, glasses, or face mask was being worn so that appropriate actions could be taken. This edge software can generate notifications via multiple communication channels in response to elevated body temperature detection. It also can identify employees via badge-worn QR codes, validate employee status, perform temperature checks, and grant facility access only upon proper compliance, thus functioning as an access-control system.
 Our edge software can be run on many types of edge devices, generally any PC, workstation, or server. Customer implementation needs determine the type and location of the edge device relative to the sensor device.
 Cloud Software
 MSAI Connect is our innovative, cloud-based software, that utilizes AI and enables predictive asset reliability and process control in industrial environments. This technology harnesses the power of continuous data inputs from advanced thermal imaging, acoustic imaging, visible imaging, and vibration sensing hardware solutions, which are strategically placed in customer's facilities to continuously monitor the health and performance of a customer's critical equipment and processes. MSAI Connect can process and analyze vast amounts of data in real-time, providing actionable insights and predictive analytics. This enables businesses to proactively identify potential issues, prevent costly downtime, and optimize their operations for maximum efficiency and reliability. MSAI Connect is a subscription service and is generally contracted for a period of 12 months. Our MSAI Connect technology has been developed and

 continues to be refined primarily for use in three target markets that we believe are at the forefront of the transition to continuous monitoring solutions: distribution and logistics; manufacturing; and oil and gas. We launched our MSAI Connect cloud-software product suite in the second quarter of 2023.
 MSAI Connect, which currently runs on the Amazon Web Services platform, communicates bilaterally with one or more devices running our edge software as well as with other cloud-hosted industrial data repositories via any suitable internet connection. MSAI Connect thereby receives and stores sensor data from our directly connected sensor devices, including thermal, visible, and acoustic imagers, indirectly connected sensors communicating with our edge software via standard industrial communications protocols, and other cloud-connected industrial sensor data repositories. In addition to receiving and storing this data, our cloud software provides an intuitive and insight-rich dashboard that enables users to simultaneously view live thermal and visible video streams from multiple sensor devices as well as related data values and alerts for temperature, sound, and vibration. For customers with multiple facilities distributed geographically, this central monitoring capability provides a new and powerful tool for thermal, acoustic, and vibration anomaly detection and management.
 Our cloud software is distinguished by its capability to not only transmit thermal imaging metadata and RGB video from the edge to the cloud, but also transmit radiometric image data. This radiometric capability enables the full analytical power of infrared cameras to be harnessed in the cloud as well as at the edge. In particular, this cloud radiometry enables vastly broader AI/ML capabilities, as models can be trained on radiometric data from large infrared datasets gathered from every camera connected at the edge. We expect this "big data" capability to be a significant advantage as we continue to develop transformative computer vision models for all of our customers' use cases.
 Our cloud software can also receive acoustic imager video and metadata streams from our edge software, enabling remote monitoring and analysis of fixed-mount acoustic imagers. Additionally, our cloud software can receive vibration monitor data from third-party wireless vibration sensor product solutions. We believe incorporating acoustic, vibration, thermal, and visible imager data into one 'single-pane-of-glass' monitoring solution provides enhanced value for our customers.
 Our cloud software features comprehensive user access management and security protocols to enable flexible and secure provisioning of sensor data access and visibility for multiple users across a company's platform. Our cloud software also features customizable Enterprise Asset Management ("EAM") integrations to automatically generate work orders in the customer's EAM system when an alert is triggered.
 A variation of our cloud software is designed to provide centralized monitoring of employee health and safety across facilities by communicating with edge devices running our elevated body temperature monitoring software, leveraging the same core infrared cloud architecture that underpins our industrial monitoring software. This software provides robust analytics, and AI capabilities, including computer vision modules to automatically track the location of employees who display elevated body temperature.
 Roadmap and Development
 Our hardware roadmap has expanded significantly over the past several years as the Company has transitioned from a transactional device and edge software focus to a comprehensive subscription service approach incorporating devices, edge software, and cloud software in combination to offer turn-key technology solutions to numerous industrial challenges. Our hardware development is therefore focused on improving and expanding our sensor portfolio to include sensors with superior performance, price, or sensing capabilities. We also look to improve our sensor device portfolio to incorporate form factors with improved performance, including handheld, fixed, and mobile device forms.
 Our software roadmap is focused on improving our edge and cloud software to expand our sensor portfolio, to improve and automate insights from sensor data, to expand sensor insight notifications and response, and to optimize overall architecture improving performance and cost. Our software development is thus concentrated on the integration of new sensor devices and modalities, both via edge and cloud data streams, the incorporation of new sensor data into sophisticated analytical and AI models to improve industrial anomaly detection, the expansion of anomaly notification methods and channels, the addition of new response protocols via on-premise integrations, communications with industrial operations platforms and continued system architecture refinement.

 Market Opportunity
 Overall Market Opportunity
 We believe our thermal and multi-sensing technology has potential application across many industries. As the benefits of data-driven infrared multi-sensor technology become more widely accepted, we believe there are significant market opportunities available for our product offerings. We define our total addressable market ("TAM") as applications in the distribution and logistics; manufacturing; and oil and gas markets in the United States, where we actively engage and maintain customer relationships. We estimate the TAM in these target markets based on a combination of the total number of estimated potential customers and facilities in each market, our expectations regarding the scope of potential uses of thermal and multi-sensing solutions in those markets, and our estimates of average selling prices in those markets and potential opportunity for software solutions to increase the utility of thermal imaging and multi-sensing solutions. Our TAM calculations are based upon third-party industry and governmental sources of the total number of facilities in the U.S. of a sufficient size and scale that could utilize thermal and multi-sensing solutions to achieve an expected positive return on investment. These facilities include, but are not limited to, distribution / fulfillment centers, large commercial and freight airports, industrial mills, oil and gas producing wellheads, and chemical manufacturing plants. Based on our own commercial experience, and conservative estimates of the number of critical assets, physical lines of sight, and expected reterun on investments of individual use cases per facility, we estimate how many of our multi-sensor sensing systems could be deployed at these facility. We estimate the TAM in 2024 in our target markets was approximately $10.7 billion, consisting of approximately $7.1 billion in hardware sales and $3.6 billion in software and service sales. Our current market share in each of our three target markets represents less than 0.1% penetration of the estimated TAM. Our TAM calculation was based on a thorough bottoms-up analysis of the potential number of externally verified facilities and assets in the United States across our three target markets that could be penetrated by MSAI Edge and MSAI Connect sensor and software solutions. These calculations were made with several assumptions and limitations in mind, applied consistently across the calculations in all three of the target markets. Specifically, these assumptions and limitations included only considering:

 facilities located within the United States;

 the current number of externally verifiable facilities, with no assumptions related to the growth or reduction in the number of such facilities in future periods; and

 facilities of the type in which we have current use cases with paying customers or have developed products that we are piloting with customers.

 Although the numbers of facilities used in our calculation were specific to each of the target markets (e.g., the number of distribution centers for warehouse and logistics or the number of steel mills for manufacturing), the rules for inclusion and exclusion were common to all three target markets.
 While we have a long history of selling, implementing and supporting device-only thermal systems into each of the three target markets, there are some risks inherent to selling integrated device and software multi-sensing solutions into each of these target markets. Please see Part I. Item 1A. " Risk Factors — Risks Related to Our Business and Industry " and " Risk Factors — Risks Related to Our Products " for a more detailed discussion relating to the risks that apply to each of our three target markets, particularly as they relate to the adoption of our hardware and software offerings in each of the three target markets.
 Distribution and Logistics Market Opportunity
 We believe that the distribution and logistics TAM in 2024 was approximately $2.3 billion. This distribution and logistics TAM includes conveyor system anomaly detection, hotspot detection, process automation, predictive maintenance, and failure avoidance, among other applications, with demand expected to be driven by both financial incentives related to process improvements and increased regulation pertaining to facility safety.
 Manufacturing Market Opportunity
 We believe that the manufacturing TAM in 2024 was approximately $3.2 billion. This manufacturing market TAM includes process monitoring and control, predictive maintenance, electrical panel monitoring (sub grid scale), production motor drives, early fire detection, and electrified transport battery monitoring, among other applications. We expect demand in the manufacturing market to be driven by ongoing commercial adoption of data-driven predictive maintenance and manufacturing processes (e.g., reduced scrap and waste).

 Oil and Gas Market Opportunity
 We believe that the oil and gas TAM in 2024 was approximately $5.2 billion. This oil and gas TAM includes gas and liquid leak detection, tank level and flare monitoring, pipeline leak detection, and gas processing safety monitoring, as well as more general manufacturing reliability and predictive maintenance, among other applications. We expect demand to be stimulated by both increased regulations and the general demand for safe and cost-effective thermal sensing and monitoring solutions. In particular, the Environmental Protection Agency (the "EPA") has promulgated regulations (commonly referred to as "Quad-O/Oa"), which have established emission standards and compliance schedules for the control of volatile organic compounds and greenhouse gases, specifically including methane. These federal regulations are supplemented by regulations promulgated by state-level agencies, such as the Texas Commission on Environmental Quality. We believe that our fixed-mount, hand-held and drone-mounted systems are sufficient to promote compliance with the Quad O/Oa and state-level standards for methane-leak detection and have sold devices for this specific use case for many years. In addition, there are multiple established competing technologies for methane-leak detection, specifically including hand-held and drone-based thermal camera devices and hand-held methane "sniffers." Although we believe that our fixed-mount continuous monitoring solutions are both more efficient and more cost-effective than competing technologies, adoption of the MSAI Connect fixed-mount solutions will require brand awareness, and adoption in the face of established practice. In addition, there are multiple emerging technologies (e.g., satellite based thermal sensing) in the methane-detection space that may create additional competition for our commercial activity in the oil and gas market.
 Customers
 We primarily target three markets globally: distribution and logistics; oil and gas; and manufacturing. For the year ended December 31, 2024, one customer in the distribution and logistics market accounted for 25% of total net revenue, and two customers in the manufacturing market accounted for 11% and 11% of total net revenue, respectively. No other customer accounted for more than 10% of total net revenue.

 Distribution and Logistics
 Our customers in the distribution and logistics market are generally engaged in the maintenance and upkeep of facilities and their critical material-handling equipment assets. This includes conveyor systems, transportation and machinery, and electrical infrastructure. Traditionally, target users include mechanical engineers and maintenance and facilities professionals. We believe that our data-driven solutions will expand the user base to include operations and safety executives, process engineers, and other process-oriented leaders.
 Manufacturing
 Our customers in the manufacturing market primarily include automotive and vehicle manufacturers, chemical and paper manufacturers, and aerospace and defense manufacturers. Our target users in the manufacturing market traditionally include mechanical engineers and facilities and maintenance professionals. As our software solutions continue to evolve, we are increasingly targeting process design, safety, and operational leaders whose priorities involve process waste reduction, enhanced safety protocols, and improved consistency and quality in manufacturing outputs.
 Oil & Gas
 Our customers in the oil and gas market leverage our technologies for a wide variety of uses, including facilities maintenance, asset performance assessment, tank level monitoring, leak detection, pipeline monitoring, and processing safety. This market includes commercial businesses as well as some governmental agencies. Traditionally, our solutions have been sold to maintenance professionals, safety professionals, and engineers. We believe that our data-driven software and solutions will expand users to include operational and manufacturing leaders, as well as other organizational leaders involved in enterprise-level sales.
 Our Competitive Strengths
 We believe the following strengths will allow us to maintain and extend our position as a provider of multi-modal sensing and software solutions.

 Proprietary SaaS Technology
 We have developed what we believe to be a proprietary cloud-based platform, MSAI Connect, used by our customers to analyze key data points and patterns acquired by our thermal and other sensors. This proprietary platform allows users to identify failure points and patterns to inform safety protocols, enhance predictive maintenance to minimize unplanned downtime, and improve manufacturing processes. We believe our SaaS platform represents a significant opportunity to continue to convert our legacy enterprise customers (which we define as Fortune 1000 companies, government agencies and academic institutions, with revenues of greater than $5 million), to a recurring revenue model presented by our software solution. As our platform capabilities expand, we believe our target applications, use cases, and points of differentiation in the marketplace will similarly expand.
 Leading Sensor Platform
 Our sensor platform utilizes precise device sensor technology coupled with software to drive low-cost customization. With this combination, we expect to develop new solutions for industry-specific applications, expanding our product offering without requiring significant manufacturing or inventory changes.
 Diversified Applications
 We believe that the diversity of applications in which our technology can be applied in our three target markets gives us several advantages. We believe our early entrance into these markets with our MSAI Connect SaaS solution will enable us to gain expertise, informing our product development decisions so that we may more effectively customize our solutions for customers' needs. We also believe that our early entrance into our target markets affords us an advantageous opportunity to establish strong relationships globally with key customers in each market.
 Our Growth Strategies
 Our goal is to increase our sales by expanding the market for multi-sensor condition-based monitoring across multiple industry sectors. In order to achieve that goal, key elements of our growth strategy include:
 Increase Investment in SaaS Solution
 Our MSAI Connect SaaS platform has been sold and is being used by key blue-chip accounts across our target markets. We believe the opportunity to cross-sell our value-added SaaS solutions alongside our sensors is an attractive opportunity to grow revenue. We plan to continue to develop our software development capabilities in order to bring to market software products that fulfill current and evolving market applications and customer needs.
 Execute On Our Product Roadmap
 We continue to place a priority on innovation and product development to be competitive in our target markets over time. We believe the high performance of our thermal sensors, in conjunction with the flexibility of our software will allow us to continue providing new solutions to our customers and further expand the use cases for our systems across various target markets.
 Grow Wallet Share with Legacy Enterprise Customers
 We possess an established legacy enterprise customer base that we believe can be further strengthened as our relationships with customers mature. As our hardware and device customers also become users of our MSAI Connect SaaS solution, we expect we will be able to increase our order volumes. We expect these deep relationships to inform our product development strategy while simultaneously increasing customer retention rates.
 Among our legacy enterprise customers are a leading ecommerce company and a leading automaker. In July 2022, the ecommerce company initiated a paid pilot program for approximately $350,000 for 87 integrated devices and one-year MSAI Connect (then known as SmartIR) subscriptions across 18 of its facilities in the United Kingdom. These subscriptions were each renewed for a minimum of one additional year in the third quarter of 2023. In the first quarter of 2024, the ecommerce company contracted with the Company to roll out our solutions at additional facilities in the U.K. and European Union. The ecommerce company has preliminary plans to deploy our devices at additional sites during the course of 2025 and 2026 in order to monitor conveyor belts, rollers, bearings and motors to detect imminent failures and avoid costly maintenance downtime. In addition to the roll-out of predictive maintenance

 solutions in this customer's fulfillment centers, the Company is working with this customer on applications in multiple other parts of its business system. These applications include electrical panel monitoring and renewable-energy monitoring.
 We also have a pilot project in place with a leading automaker. We and such customer have identified at least 16 potential additional applications for which we believe our technology would provide high-ROI solutions to condition monitoring challenges or productivity improvement opportunities. In addition to rolling out the pilot project (early fire detection in electric vehicle battery facilities) across multiple facilities, the automaker is currently evaluating additional applications, with a potential broader rollout in 2025 and beyond. In 2024, the Company and this customer successfully collaborated to refine the technology for fire detection purposes and utilize targeted person-based review with the objective of eliminating "false positive" readings in the early-fire-detection use case.
 The ultimate sale by us of these devices and software subscriptions, the deployment of these devices by each of these customers at these additional sites and their timeline for doing so is subject to risks and uncertainties, including those described in Part I, Item 1A " Risk Factors " of this Annual Report.
 Expand Our Distribution Network
 While the majority of our sales are direct to customers, we also sell our thermal sensors through a network of strategic channel partners. We believe that these partners enable us to reach more end customers in an operationally efficient manner. We plan to grow our existing network and establish new distribution partnerships in regions and industry verticals where we do not currently have partnerships. By leveraging these relationships, we believe we will be able to reach more customers faster and grow our sales. As accounts grow, we maintain the right to begin selling directly to provide for close relationships with our most strategic and commercially important accounts.
 Pursue Strategic Acquisitions
 We may pursue acquisitions as a means to complement our technology and corporate capabilities should they represent a strategic fit and are consistent with our overall growth strategy. While there is demand for our products today, we believe such acquisitions could create more expansive use cases for our products, provide greater access to our current target markets, or serve additional applications.
 Manufacturing
 We leverage our years of expertise in infrared and related sensors and devices to design, develop, source, and manufacture a variety of engineered products. We have developed a flexible manufacturing strategy combining contract manufacturing with certain third-parties for high-volume products and in-house manufacturing for lower-volume specialized products. For our in-house manufacturing, we purchase many pre-assembled subcomponents, including certain detectors, coolers and optics, as well as other sensors. These components are then assembled into finished systems, calibrated and tested at our primary production facility located in Beaumont, Texas. For both of these manufacturing approaches, we often apply our calibration process as part of final assembly.
 Competition
 The global market for infrared sensing devices is highly competitive and well established with large scale manufacturers, such as Teledyne FLIR and Fortive, selling primarily into military and commercial applications. Newer and lower-cost manufacturers, both domestic and overseas, have made inroads into the sensor market in recent decades, contributing to a meaningful decline in sensing device prices as well as an expansion of device capabilities. This in turn has led to new end market applications for which infrared sensing devices are a useful and cost-effective solution.
 We believe that our infrared sensors are competitive in this current market, as we offer high resolution and accuracy at an attractive price, and we offer differentiated device form factors, including multi-sensor devices. While we expect our product costs to continue to decline and our functionality to continue to increase, we have faced and will continue to face competition from existing competitors and new entrants both on a cost and functionality basis.
 The market for software and turn-key solutions that support multiple sensor modalities is even less mature, as complete solutions have either been "Build-Your-Own" or installed by integrators. We have established a differentiated position in the market providing turn-key infrared sensing solutions for specific end markets, including sensors, sensor devices, edge software, and cloud software, along with specific software modules such as integrations or AI/ML, tailor-made for each specific end market. Although we

 believe our technology is class-leading and that our continued innovation will support our position, we have faced and will continue to face competition from existing competitors and new companies, as well as the potential for customers to develop their own end-to-end sensing solutions.
 We believe our competitive landscape varies somewhat across our three target markets. In distribution and logistics, we mainly compete with large scale manufacturers of handheld sensor devices that provide on-device thermal image display and basic on-device software. In manufacturing, we generally compete with handheld sensor devices offered by large scale manufacturers as well as fixed camera solutions installed by industry-specialist consultants and integrators that source and install sensor devices from large scale manufacturers and offer limited software solutions without cloud or AI/ML feature sets. In the oil and gas market, we generally compete with handheld sensor devices offered by large scale manufacturers, with smaller integrators that offer sensing device payloads for fixed-wing or UAV applications, and with fixed camera solutions installed by industry specialists that offer more fully featured software solutions that sometimes include basic AI/ML capabilities.
 Sales and Marketing
 We plan to expand our sales and marketing efforts to attract new customers and grow orders from existing customers. We maintain a global sales presence and sell directly to the majority of our customers. Members of our sales team are technical and understand use cases and value drivers across our three target markets.
 While we maintain direct relationships with the majority of our customers, we have also developed a network of active direct dealers and distributors, including our strategic channel partners, to sell, install, and support our solutions. We collect feedback directly from our customers to generate insights that drive our business and innovation strategies. We will continue to expand and optimize our dealer network so that we have sufficient geographic coverage across both existing and new markets.
 We take a targeted, data-driven marketing approach to each of our three target markets. We develop and publish digital content, including blogs, webinars, videos, and other digital solutions to educate potential customers and expand our reach. We leverage a full technology stack, including a customer relationship management system, marketing automation platforms, and account-based marketing tools to optimize target end user interactions and to drive efficient digital marketing efforts. We also actively pursue thought-leadership opportunities to present and speak at market-specific conferences, executive events, trade shows and industry events to further develop our brand and reputation. These opportunities also allow us to showcase our technology and attract additional customer interest.
 Research and Development
 We have invested significant resources into research and development of our platform. We believe that our success has been, and will continue to be, substantially affected by our ability to innovate these new products and technologies to both augment our existing offerings and create new avenues for growth. We strive to differentiate ourselves from our competition with our research and development capabilities. We intend to continue to have significant internal research and development expenses in the future to provide a continuing flow of innovative and high-quality products to maintain and enhance our competitive position in each of our business segments. In addition to these internally funded activities, we may engage in research and development projects that are reimbursed by government agencies or prime contractors pursuant to development contracts we undertake.

 Raw Materials
 We depend on a number of suppliers in China for certain component parts and equipment containing raw materials, including but not limited to gallium and germanium, used in critical stages of our manufacturing processes. We use purchase contracts as well as discrete purchase orders to ensure our supply of component parts utilizing raw materials. Our suppliers are located around the world and can be subject to constraints beyond our control that may limit supply. We believe our current supply of essential materials is sufficient to meet our needs. However, shortages have occurred from time to time and could occur again.
 Government Regulation
 Any new or expanded laws or regulations, shifting approaches in the enforcement of existing laws or regulations, or changes in global, political, regulatory and economic conditions affecting trade, manufacturing, development or investment, could result in additional restrictions on our ability to conduct our business and, in turn, could impact our financial position and results of operations. For additional information on regulations applicable to our business, see Part I, Item 1A " Risk Factors — Risks Related to Our Regulatory Compliance. "
 The laws governing exportation of our thermal imaging technology vary from country to country and product to product. Exporting our thermal cameras, infrared cameras, or infrared sensors to certain countries may be restricted by the United States Government's thermal camera export restrictions and many fall under International Traffic in Arms Regulations ("ITAR"). All ITAR items are designated by the U.S. Department of State. Some of MSAI's thermal cameras fall under specific Export Control Classification Number ("ECCN") codes. ECCN items are governed by the U.S. Department of Commerce Bureau of Industry and Security. Likewise, most but not all of MSAI's thermal cameras also have Commodity Jurisdiction codes. We believe that depending on the sensor size and pixel count, MSAI can export many of its thermal imaging cameras to most non-U.S.-embargoed countries (particularly to signatories of the Wassenaar Agreement) without restriction. Other countries can receive thermal imaging cameras with restrictions and proper licensing and documentation.
 We are subject to federal, state and local laws and regulations related to environmental protection and worker health and safety. For example, the Comprehensive Environmental Response, Compensation, and Liability Act ("CERCLA") and comparable state laws may impose strict, joint, and several liability without regard to fault or the legality of the original conduct on certain classes of persons that contributed to the release of a hazardous substance into the environment. These persons include the current and former owners and operators of the site where the hazardous substance release occurred and any company that transported, disposed of, or arranged for the transportation or disposal of the hazardous substance released at the site. Additionally, the Occupational Safety and Health Act ("OSHA") and comparable state laws strictly govern the protection of the health and safety of employees. The OSHA hazard communication standard, the EPA community right-to-know regulations under Title III of CERCLA, and similar state statutes require that we organize and, as necessary, disclose information about hazardous materials used or produced in our operations to various federal, state, and local agencies, as well as to employees. We may be required to obtain permits and approvals under such laws for our operations, and any failure to obtain or delay in obtaining such permits and approvals could have an adverse impact on our operations, financial position and result of operations.
 Intellectual Property
 We own and control various intellectual property rights, including patents, trade secrets, confidential information, trademarks, trade names, and copyrights. We do not expect the expiration or termination of any such patents, patent applications and license agreements to have a material adverse effect on our business, results of operations or financial condition.
 Employees
 As of December 31, 2024, we employed a total of 41 people, 36 of whom are employed on a full-time basis, in the United States. We also engage numerous consultants and contractors to supplement our permanent workforce. None of our employees are represented by a labor union or covered by collective bargaining agreements. We believe we have strong and positive relations with our employees.
 Properties
 Our corporate headquarters is located in Beaumont, Texas where we lease approximately 6,380 square feet of office space and 7,320 square feet of warehouse space. Our office space is leased pursuant to two one-year leases which both expire on December 31,

 2025. Our warehouse space is leased pursuant to a one-year lease which expires July 31, 2025. We expect to be able to extend these leases prior to their expiration on commercially reasonable terms. Our office space contains engineering, manufacturing, research and development and administrative functions of the Company. Our warehouse space houses our inventory, stock items and quality control operations. We believe that our office and warehouse space is adequate for our current needs and, should we need additional space, we believe we will be able to obtain additional space on commercially reasonable terms.
 Corporate Information
 Prior to the Business Combination, the registrant was a blank check company incorporated as a Delaware corporation on May 14, 2021, originally formed for the purpose of entering into a merger, share exchange, asset acquisition, share purchase, recapitalization, reorganization or other similar business combination with one or more businesses or entities. In connection with the Merger, Legacy SMAP changed its name to "Infrared Cameras Holdings, Inc." The registrant subsequently changed its name to MultiSensor AI Holdings, Inc. on February 9, 2024.
 Available Information
 In accordance with the Exchange Act, we file electronically with the Securities and Exchange Commission (the "SEC") our Annual Reports on Form 10-K, Quarterly Reports on Form 10-Q, Current Reports on Form 8-K, proxy statements and other information. Our SEC filings are available to the public on the SEC's website at www.sec.gov, and we make available on our website at www.multisensorai.com, free of charge, copies of these reports as soon as reasonably practicable after filing or furnishing these reports with the SEC. The information on any of our websites is deemed not to be incorporated in this Annual Report on Form 10-K or to be part of this Annual Report on Form 10-K.

 Item 1A. Risk Factors.
 You should carefully consider the risks described below, as well as the other information in this Annual Report on Form 10-K, including our financial statements and the related notes and Part II. Item 7. "Management's Discussion and Analysis of Financial Condition and Results of Operations." The occurrence of any of the events or developments described below could harm our business, financial condition, results of operations, growth prospects and stock price. Below is a summary of our risk factors with a more detailed discussion following:

 We have a history of losses or low income and may continue to incur losses or limited income in the future.

 Our history of net losses, negative cash flows from operations and negative net working capital raise substantial doubt about our ability to continue as a going concern.

 We will need to raise additional capital in the future in order to execute our business plan, which may not be available on terms acceptable to us, or at all.

 The loss of large customers could result in a material adverse effect to our financial results.

 If we fail to successfully manage the expansion of our software as a service ("SaaS") capabilities and offerings, our business and financial results could be adversely affected.

 We have a limited operating history providing SaaS solutions, which makes it difficult to evaluate our future prospects and the risks and challenges we may encounter.

 If our products are not adopted in our targeted end markets, our business will be materially adversely affected.

 We expect to incur substantial research and development costs and devote significant resources to developing and commercializing new products, which could significantly affect our ability to become profitable and may never result in revenue. Any delay or interruption of the development and commercialization of new products may adversely affect our existing business and prospects for winning future business.

 Product liability claims, product recalls and field service actions could have a material adverse effect on our reputation, business, results of operations and financial condition.

 We create innovative technology by designing and developing unique hardware and software solutions. A failure to achieve scale may affect our ability to sell at competitive prices, limit our customer base or lead to losses.

 Our revenue and margins could be adversely affected if we fail to maintain competitive average selling prices or high sales volumes, or we fail to reduce product costs.

 If we are not able to effectively grow our sales and marketing organization, or maintain or grow an effective network of distributors, our business prospects, results of operations and financial condition could be adversely affected.

 Certain of our commercial contracts with our customers, agreements with suppliers or co-development agreements with partners could be terminated or may not materialize into long-term contract partnership arrangements.

 Components used in our sensors may fail as a result of manufacturing, design or other defects over which we have no control and render our devices permanently inoperable.

 We will incur significant expenses and administrative burdens as a public company, which could negatively impact our business, financial condition and results of operations.

 Risks Related to Our Business and Industry
 We have a history of losses or low income and may continue to incur losses or limited income in the future.
 We have incurred net losses or low income in recent years, as we pivoted the Company from primarily stand-alone device sales to pairing device sales with sales of our software solutions. We incurred a net loss of approximately $22,268,000 for the year ended December 31, 2023, and approximately $21,495,000 for the year ended December 31, 2024. We believe that we may continue to incur operating and net losses each year until at least such time as we begin to realize the anticipated benefits of our investment in sales and marketing efforts, though those benefits may not be as great as we anticipate or may occur later than we anticipate or not at all. Even if we successfully develop and sell our devices and software solutions, there can be no assurance that it will be commercially successful. We believe achieving sustained profitability will be dependent upon the successful development and successful commercial introduction and acceptance of our solutions, which may not occur.
 We may continue to incur losses or limited income in future periods as we:

 expand our sales and marketing presence;

 increase investment in SaaS solutions;

 execute on our product roadmaps;

 grow wallet share with enterprise customers;

 expand our distribution network; and

 pursue strategic acquisitions.

 Because we may incur the costs and expenses from these efforts before experiencing any incremental revenue growth as a result of these initiatives, our losses in future periods may be significant. In addition, we may find that these efforts are more expensive than currently anticipated or that these efforts may not result in revenues, which would further increase our losses.
 These initiatives may prove more expensive than we currently anticipate, and we may not succeed in increasing our revenue, if at all, in an amount sufficient to offset these higher expenses and to achieve and maintain profitability. Certain of the market opportunities we are pursuing are at an early stage of development, and it may be many years before the end markets we expect to serve generate demand for our products at scale. Our revenue may be adversely affected for a number of reasons, including an inability to up-sell or cross-sell SaaS offerings that we are seeking to expand or develop, the development and/or market acceptance of new technology that competes with our thermal imaging products, our ability to create, validate, and manufacture at high volume, and ship product to customers, our inability to effectively manage our inventory or manufacture products at scale, our inability to enter new markets or help our customers adapt our products for new applications or our failure to attract new customers or expand orders from existing customers or increasing competition. Furthermore, it is difficult to predict the size and growth rate of our target markets, customer demand for our products, commercialization timelines, the entry of competitive products or the success of existing competitive products and services. If our revenue does not grow, our ability to achieve and maintain profitability may be adversely affected, and the value of our business may significantly decrease.
 Our history of net losses, negative cash flows from operations and negative net working capital raise substantial doubt about our ability to continue as a going concern.
 We have experienced recurring net losses, negative cash flows from operations and negative net working capital. We may continue to incur losses or limited income in the future. As a result, in connection with the preparation of the audited consolidated financial statements included in this Annual Report, we determined that there was substantial doubt about our ability to continue as a going concern for a period of 12 months.
 In response to these conditions, our plans to obtain additional liquidity include: raising additional funds from investors (in the form of debt, equity or equity-like instruments), and continuing to manage operating expenses. Our future capital requirements will depend on many factors, including:

 the timing, receipt and amount of sales from our current and future products and services;

 the cost and timing of expanding our sales, marketing and distribution capabilities;

 the terms and timing of any other partnership, licensing and other arrangements that we may establish;

 the expenses needed to attract, hire and retain skilled personnel;

 the costs associated with being a public company;

 the impact of macroeconomic events, such as inflation, recessions or depressions;

 the costs involved in preparing, filing, prosecuting, maintaining, defending and enforcing our intellectual property portfolio; and

 the extent to which we acquire or invest in businesses, products or technologies.

 We may seek funds through borrowings or through additional rounds of financing, including private or public equity or debt offerings, or by other means. However, these plans are subject to market conditions, and are not within our control, and therefore, cannot be deemed probable. There is no assurance that we will be successful in implementing these plans.
 If we fail to successfully manage the expansion of our SaaS capabilities and offerings, our business and financial results could be adversely affected.
 Expanding our SaaS capabilities and offerings will require considerable additional investment in our business. Whether this expansion will be successful and will accomplish our business and financial objectives is subject to uncertainties, including, but not limited to, customer demand, attach and renewal rates, channel adoption, our ability to further develop and scale infrastructure, our

 ability to include functionality and usability in such offerings that address customer requirements, and the related costs. If we are unable to successfully expand our existing offerings or establish new offerings and navigate our business expansion due to these risks and uncertainties, our business and financial results could be adversely impacted.
 We have a limited operating history providing SaaS solutions, which makes it difficult to evaluate our future prospects and the risks and challenges we may encounter.
 While we have been in operation since 1995, the Company has a limited operating history providing SaaS solutions that we introduced to our industrial customers in 2023. Our limited operating history providing SaaS solutions makes it difficult for us to evaluate our future prospects. Certain factors that could alone or in combination prevent us from successfully commercializing these solutions include:

 our ability to gain market acceptance of our SaaS solutions with customers and maintain and expand customer relationships, whether through strategic customer agreements or otherwise;

 the long lead time for development of market opportunities for which we are only at an early stage of deployment;

 the adaptability of our SaaS solutions and the ability of our customers to integrate our SaaS solutions into their products and processes in a timely and effective manner;

 our ability to successfully expand our SaaS offerings;

 our ability to develop and protect intellectual property;

 the actions of direct and indirect competitors that may seek to enter the markets in which we expect to compete or that may seek to impose barriers to one or more markets that we intend to target;

 our ability to forecast our revenue and budget for, and manage, our expenses;

 our ability to comply with existing and new or modified laws and regulations applicable to our business, or laws and regulations applicable to our customers for applications in which they may use our solutions;

 our ability to anticipate and respond to macroeconomic changes and changes in the markets in which we operate and expect to operate;

 our ability to maintain and enhance the value of our reputation and brand;

 our ability to effectively manage our growth and business operations; and

 our ability to recruit and retain talented people at all levels of our organization.

 Our relationships with many of our existing customers are limited as they may not be prepared to select us as a long-term supplier given the relatively recent nature of our business relationship. To establish preliminary relationships with certain customers and to build their confidence, we have entered, and may continue to enter, into pilot agreements, spot buy purchase orders, non-binding letters of intent and strategic customer agreements. These agreements are largely non-binding, generally do not include any minimum obligation to purchase any quantities of any products, and do not require that the parties enter into a subsequent definitive, long-term, binding agreement. If we are unable to build confidence with our existing customers, either through these preliminary agreements (due to any failure to enter into or perform under the agreements) or otherwise, or if we are unable to secure opportunity from these non-binding agreements, involving strategic customer agreements, we may be unable to produce accurate forecasts or increase our sales.
 With respect to new customers, they may be less confident in our business and less likely to purchase our solutions because of a lack of awareness about our solutions. They may also not be convinced that our business will succeed because of the absence of an established sales, service, support and operating history. To address this, we must, among other activities, grow and improve our marketing capability and brand awareness, which may be costly. These activities may not be effective or could delay our ability to capitalize on the opportunities that we believe are suitable to our technology and products and may prevent us from successfully commercializing our products.
 To build and maintain our business, we must maintain confidence in our solutions, long-term financial viability and business prospects. Failure to establish and maintain customer confidence may also adversely affect our reputation and business among our suppliers, analysts, ratings agencies and other interested parties.
 If our products are not adopted in our targeted end markets, our business will be materially and adversely affected.
 Although our products are designed for use in multiple markets, each of our target or new markets may have unique barriers to entry. If we are unsuccessful in overcoming these barriers, it may affect our entrance into, or adoption by, these target or new markets, which could adversely affect our future results of operations.

 Our products are used in a wide variety of existing and emerging use cases in the distribution and logistics market. These customers tend to be large companies that move slowly to larger scale implementation, often with years-long timelines. If our products are not chosen for deployment in these projects, or we lose a program under any circumstances, we may not have an opportunity to obtain that business again for many years. Even if our products are chosen for deployment, implementation and adoption by our customers may not be on terms consistent with initial forecasts or agreements between us and the customer. Industrial automation is a demanding industry with product specifications that our products may not always meet.
 Our products also are used in a wide variety of existing and emerging use cases in the oil and gas market. This is a nascent market, and while this industry is experimenting with the use of thermal imaging in these applications, our customers may decide that thermal imaging is not a feasible solution.
 Our products also are used in a wide variety of existing and emerging use cases in the manufacturing market. This market is competitive and customers often have strict functional and pricing requirements for products. If we are unable to make products that meet these requirements, or sell products at the required price point, we could lose this business to competitors or competitive technologies. Our target markets involve risks of program delay, loss, and cancellation.
 We expect to incur substantial research and development costs and devote significant resources to developing and commercializing new products, which could significantly affect our ability to become profitable and may never result in revenue. Any delay or interruption of the development and commercialization of new products may adversely affect our existing business and prospects for winning future business.
 Our future growth depends on penetrating new markets, adapting existing products to new applications and customer requirements, and introducing new and effective products on a timely basis that then achieve market acceptance. To remain competitive, we develop new products and upgrades to our software and will need to continue to do so. In connection with this development, we plan to incur substantial, and potentially increasing, research and development costs. Because we account for research and development as an operating expense, these expenditures could adversely affect our results of operations in the future.
 Further, our research and development program may be delayed and may not produce timely results. If we cannot produce successful results in time to accommodate customers' or potential customers' implementation timelines, we may lose business. If we are unsuccessful in introducing these products in accordance with our product launch plans or any publicly announced launch dates, it may be injurious to our reputation and brand and adversely affect our ability to be competitive in our target and new markets.
 We expect to rely on products we are currently developing for a significant portion of our future growth. However, even if our research and development efforts are successful and completed on time, there is no guarantee that we will be successful in adapting our business to our new products or that our new products will achieve market acceptance or generate sufficient revenue to make us profitable. Our future products, such as any additional software solutions we develop, may be products we have limited or no experience commercializing. In launching such products, we may face foreseen and unforeseen difficulties that adversely affect such commercialization and could have a material adverse effect on our operations and business. Additionally, the success of our competitors' research and development efforts, including producing higher performing products, may result in loss of business.
 The promise of new products and successful research and development may decrease our expected and actual revenue attributable to existing products as customers may delay or cancel outstanding purchasing commitments for current generation products in anticipation of the release of new generation products from us.
 Additionally, new hardware products may trigger increased warranty costs as information on such products is augmented by actual usage.
 Since many of the markets in which we compete are new and rapidly evolving, it is difficult to forecast long-term end-customer adoption rates and demand for our products.
 We are pursuing opportunities in markets that are undergoing rapid changes, including technological and regulatory changes, and it is difficult to predict the timing and size of the opportunities. We are in the process of developing necessary relationships with commercial partners that may not result in the commercialization of our technology immediately, or at all. Regulatory, safety or reliability developments, many of which are outside of our control, could also cause delays or otherwise impair commercial adoption of these new technologies, which will adversely affect our growth. Our future financial performance will depend on our ability to make timely investments in emerging market opportunities. If one or more of these markets experience a shift in customer or prospective

 customer demand, our products may not compete as effectively, if at all, and they may not be designed into commercialized products. Given the evolving nature of the markets in which we operate, it is difficult to predict customer demand or adoption rates for our products or the future growth of these markets. If demand does not develop or if we cannot accurately forecast customer demand, the size or timing of our markets, inventory requirements, or our future financial results, our business, results of operations, and financial condition will be adversely affected.
 Our estimate of TAM is subject to numerous uncertainties. If we have overestimated the size of our TAM now or in the future, our future growth rate may be limited.
 Our estimates of TAM are based on a combination of the total number of estimated potential customers in a given market, our expectations regarding the scope of potential use cases for our thermal infrared technology solutions in such markets, our estimates of average selling prices for our products in those markets and the potential opportunity for software solutions to increase the utility of thermal infrared technology solutions.

 We cannot assure you of the accuracy or completeness of our estimates. While we believe our market size estimates are reasonable, such information is inherently imprecise. If internally-generated data used in our estimates proves to be inaccurate or we make errors in our assumptions based on such data, our actual market may be more limited than our estimates. In addition, these inaccuracies or errors may cause us to misallocate capital and other critical business resources, which could harm our business. Even if our TAM meets our size estimates and experiences growth, we may not continue to grow our share of the market. Our growth is subject to many factors, including the successful implementation of our business strategy, which is subject to many risks and uncertainties. Accordingly, the estimates of our TAM included in this Annual Report should not be taken as indicative of our ability to grow.
 Product liability claims, product recalls and field service actions could have a material adverse effect on our reputation, business, results of operations and financial condition.
 As a manufacturer and distributor of a wide variety of products used in the oil and gas, distribution and logistics and manufacturing markets, our results of operations are susceptible to adverse publicity regarding the quality or safety of our products. Product liability claims challenging the quality or safety of our products may result in a decline in sales for a product, which could adversely affect our results of operations. This could be the case even if the claims themselves are proven to be untrue or settled for immaterial amounts.
 Product recalls can be expensive and tarnish our reputation and have a material adverse effect on the sales of our products. Awarded damages could be more than our accruals. We cannot assure that we will not have product liability claims or that we will not recall any products.
 Our revenue and margins could be adversely affected if we fail to maintain competitive average selling prices or high sales volumes, or we fail to reduce product costs.
 Cost-cutting initiatives adopted by our customers can place increased downward pressure on our average selling prices. We also expect that any long-term or high-volume agreements with customers may require step-downs in pricing over the term of the agreement. Our average selling price may be driven down by customer-specific selling price fluctuations such as non-standard discounts on large volume purchases. These lower average selling prices on large volume purchases may cause fluctuations in revenue and gross margins on a quarterly and annual basis and ultimately adversely affect our profitability.
 We may also experience declines in the average selling prices of our products generally as our customers negotiate lower prices and as our competitors produce and commercialize lower cost competing technologies. To achieve profitability and maintain margins, we will also need to continually reduce product and manufacturing costs. Reductions in product and manufacturing costs are principally achieved by scaling production volumes and through step changes in manufacturing and continued engineering of the most cost-effective designs for our products. In addition, we must continuously drive initiatives to reduce labor cost, improve worker efficiency, reduce the cost of materials, use fewer materials and further lower overall product costs by carefully managing component prices, inventory and shipping cost. We need to continually increase sales volume and introduce new, lower-cost products in order to maintain our overall gross margin. If we are unable to maintain competitive average selling prices, increase our sales volume or successfully introduce new, low-cost products, our revenue and overall gross margin would likely decline.

 We face risks related to sales through distributors and other third parties which could harm our business.
 We sell a portion of our products through third parties such as distributors and manufacturers representatives. Using third parties for distribution exposes us to many risks, including concentration risk, credit risk and legal risk because, under certain circumstances, we may be held responsible for the actions of those third-party sales channels. We may rely on one or more key distributors for selling a product, and the loss of these distributors could reduce our revenue. Our distributors may face financial difficulties, including bankruptcy, which could harm our collection of accounts receivables and financial results. Competitors could also block our access to such parties. Failing to manage risks related to our use of third-party sales channels may reduce sales, increase expenses, and weaken our competitive position, and could result in sanctions against us.
 The period of time from initiating dialogue with potential customers to implementation (sales cycle) is long and we are subject to the risks of cancellation or postponement of the contract or unsuccessful implementation.
 Prospective customers generally must make significant commitments of resources to test and validate products like those produced by us and confirm that they can integrate these products with other technologies before including them in any particular system, product, or process. The selling cycle for our products with new customers varies widely depending on the application, market, customer, and the complexity of the product. In the warehouse and logistics market, for example, this selling cycle can be a year (or more). These selling cycles result in us investing our resources prior to realizing any revenue from commercialization. Further, we are subject to the risk that customers cancel or postpone implementation of our technology solutions or our customers are unable to integrate our technology solution successfully into a larger system. If our customers face financial difficulties, they may also cancel current or future product programs that could materially and adversely impact our financial results. Further, our revenue could be less than forecasted if the system, product, or process that includes our products is unsuccessful, including for reasons unrelated to our technology. Long selling cycles and product cancellations or postponements may adversely affect our business, results of operations, and financial condition.
 Our manufacturing business model and use of contract manufacturers may not be successful, which could harm our ability to deliver products and recognize revenue.
 Our manufacturing strategy focuses on engaging contract manufacturers for our manufacturing needs while maintaining the design, engineering, prototyping, testing, and pilot manufacturing in-house at our facility in Beaumont, Texas. We currently have agreements with certain contract manufacturers to provide contract manufacturing, testing, and delivery of certain of our products. These arrangements are intended to lower our operating costs, but they also reduce our direct control over certain aspects of our operations. This diminished control may have an adverse effect on the quality or quantity of products or services, or our flexibility to respond to changing conditions.
 Reliance on contract manufacturers reduces our control over the manufacturing process, including reduced control over quality, product costs, and product supply and timing. We may experience delays in shipments or issues concerning product quality from our contract manufacturers. If any of our contract manufacturers experience interruptions, delays, or disruptions in supplying our products, including by natural disasters, epidemics or outbreaks of contagions, increased military conflict or tensions, such as in the Middle East, Eastern Europe or Asia, or work stoppages or capacity constraints, our ability to ship products would be delayed. In addition, unfavorable economic conditions could result in financial distress among contract manufacturers upon which we rely, thereby increasing the risk of disruption of supplies necessary to fulfill our production requirements and meet customer demands.
 Additionally, if any of our contract manufacturers experience quality control problems in their manufacturing operations and our products do not meet customer or regulatory requirements, such third parties could be required to cover the cost of repair or replacement of any defective products. These delays or product quality issues could have an immediate and material adverse effect on our ability to fulfill orders and could have a negative effect on our operating results. In addition, such delays or issues with product quality could adversely affect our reputation and our relationship with our channel partners. If our contract manufacturers experience financial, operational, manufacturing capacity, or other difficulties, or experience shortages in required components, or if they are otherwise unable or unwilling to continue to manufacture our products in required volumes or at all, our supply may be disrupted, we may be required to seek alternate manufacturers and we may be required to re-design our products. It would be time-consuming, and could be costly and impracticable, to begin to use new manufacturers or designs, and such changes could cause significant interruptions in supply. Such changes could also have an adverse effect on our ability to meet our scheduled product deliveries and may subsequently lead to the loss of sales.

 We operate in a competitive landscape against market participants that may have substantially greater resources than us and against known and unknown market entrants who may disrupt our target markets.
 Our target markets are highly competitive and we may not be able to compete effectively in the market against these competitors. Competitors may offer products at lower prices than our products, including pricing that we believe is below their cost, or may offer superior performing products. These companies also compete with us indirectly by attempting to solve some of the same challenges with different technology. Certain competitors in the market for these devices and sensors may have significantly greater resources and more experience than we do. These competitors have commercialized technology that has achieved market adoption, strong brand recognition and may continue to improve in both anticipated and unanticipated ways. They may also have entered into commercial relationships with key customers and have built relationships and dependencies between themselves and those key customers.
 In addition to the existing market competitors, new competitors may be preparing to enter or are entering the market in which we compete that may disrupt the commercial landscape of target markets in ways that we may not be able to prepare for, including customers of our products who may be developing their own competitive solutions. We do not know how close any of our current and potential competitors are to commercializing their similar products and services, if at all, nor what they intend to develop as part of their product roadmaps. The already competitive landscape of the thermal infrared technology market, along with both foreseeable and unforeseeable entries of competitors and similar technology from those competitors in our target markets, may result in pricing pressure, reduced margins and may impede our ability to increase the sales of our products or cause us to lose market share, any of which will adversely affect our business, results of operations and financial condition.
 We, our contract manufacturers and our suppliers may rely on complex machinery for production, which involves a significant degree of risk and uncertainty in terms of operational performance and costs.
 We, our contract manufacturers and our suppliers may rely on complex machinery for the production, assembly and installation of our devices, which will involve a significant degree of uncertainty and risk in terms of operational performance and costs. Our production facilities and the facilities of our contract manufacturers and suppliers may suffer unexpected malfunctions from time to time and will depend on repairs and spare parts to resume operations, which may not be available when needed. Unexpected malfunctions of these components may significantly affect the intended operational efficiency. Operational performance and costs can be difficult to predict and are often influenced by factors outside of our control, such as, but not limited to, scarcity of natural resources, environmental hazards and remediation, costs associated with decommissioning of machines, labor disputes and strikes, difficulty or delays in obtaining governmental permits, damages or defects in electronic systems, industrial accidents, fire, seismic activity and natural disasters. Should operational risks materialize, it may result in the personal injury to or death of workers, the loss of production equipment, damage to production facilities, monetary losses, delays and unanticipated fluctuations in production, environmental damage, administrative fines, increased insurance costs and potential legal liabilities, all which could have a material adverse effect on our business, prospects, financial condition or operating results.
 If we do not maintain the correct level of inventory or if we do not adequately manage our inventory, we could lose sales or incur higher inventory-related expenses, which could negatively affect our operating results.
 To provide for an appropriate level of inventory supply, we forecast inventory needs and expenses, places orders sufficiently in advance with our suppliers and manufacturing partners and manufactures products based on our estimates of future demand. Fluctuations in the adoption of our products may affect our ability to forecast our future operating results, including revenue, gross margins, cash flows and profitability. Our ability to accurately forecast demand for our products could be affected by many factors, including the rapidly changing nature of our current target markets, the uncertainty surrounding the market acceptance and commercialization of our technology, the emergence of new markets, an increase or decrease in customer demand for our products or for products and services of our competitors, product introductions by competitors, health epidemics and outbreaks, and any associated work stoppages or interruptions, unanticipated changes in general market conditions and the weakening of economic conditions or consumer confidence in future economic conditions. We may face challenges acquiring adequate supplies to manufacture our products and we and our partners may not be able to manufacture our products at a rate necessary to satisfy the levels of demand, which would negatively affect our short-term and long-term growth. This risk may be exacerbated by the fact that we may not carry or be able to obtain from our suppliers a significant amount of inventory to satisfy short-term demand increases. If we fail to accurately forecast customer demand, we may experience excess inventory levels or a shortage of products available for sale.
 Inventory levels in excess of customer demand may result in inventory write-downs or write-offs and the sale of excess inventory at discounted prices, which would adversely affect our financial results, including our gross margin, and have a negative effect

 on our brand. Conversely, if we underestimate customer demand for our products, we may not be able to deliver products to meet our requirements, and this could result in damage to our brand and customer relationships and adversely affect our revenue and operating results.
 Risks Related to Our Growth Strategy
 We will need to raise additional capital in the future in order to execute our business plan, which may not be available on terms acceptable to us, or at all.
 We will require additional capital in order to execute on our business plan and may additionally require capital to respond to technological advancements, competitive dynamics or technologies, customer demands, business opportunities, challenges, acquisitions or unforeseen circumstances and may determine to engage in equity or debt financings or enter into credit facilities for other reasons. In order to stay on our growth trajectory and further business relationships with current or potential customers or partners, or for other reasons, we may issue equity or equity-linked securities to such current or potential customers or partners. We may not be able to timely secure additional debt or equity financing on favorable terms, or at all.
 If we raise additional funds through the issuance of equity or convertible debt or other equity-linked securities or if we issue equity or equity-linked securities to current or potential customers to further business relationships, our existing stockholders could experience significant dilution. Any debt financing obtained by us in the future could involve restrictive covenants relating to our capital raising and operational matters, which may make it more difficult for us to obtain additional capital and to pursue business opportunities, including potential acquisitions. If we are unable to obtain adequate financing or financing on terms satisfactory to us, when we require it, our ability to continue to grow or support our business and to respond to business challenges could be significantly limited and our business could be materially and adversely affected.
 We create innovative technology by designing and developing unique hardware and software solutions. A failure to achieve scale may affect our ability to sell at competitive prices, limit our customer base or lead to losses.
 We incur significant costs related to procuring the materials and components required to manufacture and assemble our high-performance products as well as related to designing and developing our software solutions. If our product sales do not increase as planned, or if our SaaS offerings are not sufficiently adopted by our customers, we may be unable to obtain anticipated material cost benefits or expected levels of fixed cost absorption that are needed to achieve our targeted margins and our operating results, business and prospects will be harmed. Furthermore, many of the factors that impact our operating costs are beyond our control. For example, the costs of our materials and components could increase due to shortages as global demand for these products increases.
 The manufacture of our products is a complex process, and it is often difficult for companies to achieve acceptable product yields that could decrease available supply and increase costs. Thermal imaging system yields depend on both our product design and manufacturing processes. Because low yields may result from either design defects or process difficulties, we may not identify yield problems until well into the production cycle, when an actual product defect exists and can be analyzed and tested. In addition, many of these yield problems are difficult to diagnose and time consuming or expensive to remedy.
 If we are not able to effectively grow our sales and marketing organization, or maintain or grow an effective network of distributors, our business prospects, results of operations and financial condition could be adversely affected.
 In order to generate future sales growth, we will need to expand the size and geographic coverage of our field organization, including marketing, direct sales, customer support and technical services. Accordingly, our future success will depend largely on our ability to hire, train, retain, and motivate skilled regional sales managers and direct sales representatives with significant technical knowledge and understanding of our products. Because of the competition for their skill set, we may not be able to attract or retain such personnel on reasonable terms, if at all. If we are unable to grow our sales and marketing organization, we may not be able to increase our revenue, which would adversely affect our business, financial condition and results of operations.

 Additionally, we rely on a network of independent distributors to help generate sales of our products. If a dispute arises with a distributor, if we terminate our relationship with a distributor or if a distributor goes out of business, it may take time to identify an alternative distributor, to train new personnel to market our products, and our ability to sell those products in a region formerly serviced by a terminated distributor could be harmed. In addition, our distributors may not successfully market and sell our products and may not devote sufficient time and resources that we believe are necessary to enable our products to develop, achieve or sustain market acceptance. Any of these factors could reduce our revenue or impair our revenue growth in affected markets, increase our costs in those markets or damage our reputation. In addition, if an independent distributor were to depart and be retained by one of our competitors, we may be unable to prevent that distributor from soliciting business from our existing customers, which could further adversely affect us. As a result of our reliance on third-party distributors, we may be subject to disruptions and increased costs due to factors beyond our control, including labor strikes, third-party errors and other issues. If the services of any of these third-party distributors become unsatisfactory, we may experience delays in meeting our customers' demands and we may be unable to find a suitable replacement on a timely basis or on commercially reasonable terms. Any failure to deliver products in a timely manner may damage our reputation and could cause us to lose potential customers.
 If we engage in acquisitions to grow our business, we will incur a variety of costs and may potentially face numerous risks that could adversely affect our business and operations.
 If appropriate opportunities become available, we may seek to acquire businesses, assets, technologies or products to enhance our business. In connection with any acquisitions, we could issue additional equity securities, which would dilute our stockholders, incur substantial debt to fund the acquisitions or assume significant liabilities.
 Acquisitions involve many diverse risks and uncertainties, including problems evaluating or integrating the purchased operations, assets, technologies or products, as well as with unanticipated costs, liabilities, and economic, political, legal and regulatory challenges due to our inexperience operating in new regions or countries and we may fail to successfully integrate acquired companies or retain key personnel from the acquired company. To date, we have limited experience with acquisitions and the integration of acquired technology and personnel. Acquisitions may divert our attention from our core business. Acquisitions may require us to record goodwill and non-amortizable intangible assets that will be subject to testing on a regular basis and potential period impairment charges, incur amortization expenses related to certain intangible assets, and incur write offs and restructuring and other related expenses, any of which could harm our operating results and financial condition.
 New business strategies, especially those involving acquisitions, are inherently risky and may not be successful. Failure to successfully identify, complete, manage and integrate acquisitions could materially and adversely affect our business, financial condition and results of operations.
 We cannot guarantee we will optimally manage our lines of business or product lines.
 Consistent with our strategy to emphasize growth in our target markets, we continually evaluate our businesses so that they are aligned with our strategy and objectives. Over the years, we have also reorganized certain of our product lines, for example, to de-emphasize products used primarily for biorisk applications as the impact of the global COVID-19 pandemic began to lessen. We may not be able to realize efficiencies and cost savings from our reorganization activities. There is no assurance that our efforts will be successful. If we do not successfully manage our lines of business or product lines, or any other similar activities that we may undertake in the future, expected efficiencies and benefits might be delayed or not realized, and our operations and business could be disrupted. Our ability to dispose of, exit or reconfigure businesses that may no longer be aligned with our growth strategy will depend on many factors, including the terms and conditions of any asset purchase and sale agreement or lease agreement, as well as industry, business and economic conditions. We cannot provide any assurance that we will be able to sell non-strategic businesses on terms that are acceptable to us, or at all. In addition, if the sale of any non-strategic business cannot be consummated or is not practical, alternative courses of action, including relocation of product lines or closure, may not be available to us or may be more costly than anticipated.
 Risks Related to Our Customers and Suppliers
 The loss of large customers could result in a material adverse effect to our financial results.
 For the years ended December 31, 2024 and 2023, our top three customers represented approximately 47% and 19% of our revenue, respectively. These percentages may increase going forward as we continue to grow or develop additional relationships with new large customers. The loss of business from our large customers (whether by lower overall demand for our products, cancellation of

 existing contracts or product orders or the failure to incorporate our product designs or award us new business) could have a material adverse effect on our business.
 There can be no assurance that we will be able to maintain our relationships with our large customers and secure orders for our products. If we are unable to maintain our relationships with our large customers, or if arrangements are modified so that the economic terms become less favorable to us, then our business, financial results and position could be materially adversely affected.
 Certain of our commercial contracts with our customers, agreements with suppliers or co-development agreements with partners could be terminated or may not materialize into long-term contract partnership arrangements.
 We have commercial contracts with our customers, agreements with suppliers and co-development agreements with partners. Some of these arrangements are evidenced by memorandums of understandings, letters of intent or onboarding arrangements, each of which will require further negotiation at later stages of development to include additional terms relating to pricing, volume and payment terms, or replacement by production or master agreements that have yet to be implemented under separately negotiated statements of work, each of which could be terminated or might not materialize into next-stage contracts or long-term contract partnership arrangements. If these arrangements are terminated or if we are unable to enter into next-stage contracts or long-term operational contracts, or if these arrangements get delayed or postponed, our business, prospects, financial condition and operating results may be materially adversely affected. These arrangements may also be subject to renegotiation, which may affect product pricing or operating expenses. Therefore, even if we are successful in entering into long-term contract partnership arrangements, the discontinuation of, the loss of business with respect to, or a lack of commercial success of a particular product or technology package for which we are a significant supplier or an unfavorable adjustment in terms could mean that the expected sales of our products, or cost of inputs, will not materialize on the expected timeline or terms or will be less favorable than anticipated, potentially materially and adversely affecting our business and prospects.
 We generate revenue from companies in certain industries that may be subject to significant levels of volatility.
 We generate revenue from companies in certain industries that may be subject to significant levels of volatility, such as the oil and gas industry. The oil and gas industry has historically been cyclical and characterized by significant changes in the levels of exploration and development activities, with resulting changes in midstream activities. We manufacture products used in the detection of gas or liquid leaks, monitoring of tank levels and flares, detection of pipeline leaks and safety monitoring of gas processing activities. When crude oil and natural gas prices are low, the level of midstream oil and gas activity typically decreases, potentially resulting in reduced demand for our products used in such activities. In addition, a decline in the level of capital spending by oil and natural gas companies may result in a reduced rate of development of new energy reserves, which could adversely affect demand for our products related to energy production, and, in certain instances, result in the cancellation, modification or rescheduling of existing orders and a reduction in customer-funded research and development related to next generation products. Other of our end markets are similarly subject to potential volatility, including as a result of general economic factors.
 We are exposed to credit risk on our trade accounts receivables, supplier non-trade receivables, prepayments to manufacturers and SaaS subscription agreements, and this risk is heightened during periods when economic conditions worsen.
 We sell certain of our products directly to small and mid-sized businesses and other customers. Our outstanding trade receivables are not covered by collateral, third-party bank support or financing arrangements or credit insurance. Our exposure to credit and collectability risk on our trade receivables is higher in certain markets and our ability to mitigate such risks may be limited. If one or more of our major customers would be unable to pay our invoices as they become due or a customer simply refuses to make such payments if it experiences financial difficulties, our business would be adversely affected. If a major customer were to enter into bankruptcy proceedings or similar proceedings whereby contractual commitments are subject to stay of execution and the possibility of legal or other modification, we could be forced to record a substantial loss.
 We also have unsecured supplier non-trade receivables resulting from purchases of components by contract manufacturers and other vendors that manufacture sub-assemblies or assemble final products for us. In addition, from time to time, we may make prepayments associated with long-term supply agreements to secure supply of inventory components. While we are implementing procedures to monitor and limit exposure to credit risk on our trade and supplier non-trade receivables, there can be no assurance such procedures will effectively limit our credit risk and avoid losses.

 We may not be able to anticipate changing customer and consumer preferences or respond quickly enough to changes in technology and standards to be able to develop and introduce commercially viable products.
 Our ability to maintain and improve existing products, anticipate changes in technology, regulatory and other standards, and to successfully develop and introduce new and enhanced technologies and products on a timely basis will be a significant factor in our ability to be competitive and gain market acceptance. If we are unsuccessful or less successful than our competitors in predicting the course of market development, developing innovative products, processes, and/or use of materials, or adapting to new technologies or evolving regulatory, industry or customer requirements, we will suffer from a competitive disadvantage. We may need to adjust our strategy and projected timelines based on how certain technological challenges evolve over time. There is a risk that these challenges will not be overcome, and that our investments in research and developments initiatives will not lead to successful new products and a corresponding increase in revenue, which could have a material adverse effect on our business, results of operations and financial condition.
 We currently target many customers that are large corporations with substantial negotiating power and exacting product standards.
 Many of our current and potential customers are large corporations that often possess significant leverage over their suppliers, and can successfully demand contract terms favorable to themselves, such as reserving the right to terminate their supply contracts for convenience. This disparate power has required, and may require in the future, that we accept less favorable contract terms. These large corporations also have exacting technical specifications and requirements that we may be unable to meet, thereby precluding our ability to secure sales. Meeting the technical requirements to secure and maintain significant contracts with any of these companies will require a substantial investment of our time and resources, and if we fail to comply with our customers' technical specifications and standards, we may lose existing and future business. Even when we succeed in securing contracts, these large companies have been and may continue to be uncertain about their technical specifications for our products and terminate our agreement or make a later determination that our products are not satisfactory. We therefore have no assurance that we can establish relationships with these companies, that our products will meet the needs of these or other companies, or that a contract with these companies will culminate in significant, or any, product sales. Even when we secure agreements with these companies, we may not be effective in negotiating contract terms or managing such relationships, which could adversely affect our future results of operations.
 Furthermore, in some instances, these large companies may have internally developed products and solutions that are competitive to our products. These companies may have substantial research and development resources, which may allow them to acquire or develop independently, or in partnership with others, competitive technologies. Such activities may foreclose significant sales opportunities for our products.
 Our revenue from government contracts depends on the continued availability of funding, and, accordingly, we have the risk that funding for our existing contracts may be canceled or diverted to other uses or delayed or that funding for new programs will not be available.
 We have performed, and may in the future perform, work on contracts with governmental entities or government prime contractors. Sales under contracts with governmental entities or government prime contractors, represented approximately 1% and 2.5% of our total revenue for the years ended December 31, 2024 and 2023, respectively. Performance under government contracts has inherent risks and unfavorable contract terms that could have a negative effect on our business, results of operations, and financial condition.
 Government contracts are conditioned upon the continuing availability of appropriations and the failure to secure appropriate funds for programs in which we participate could negatively affect our results of operations. Government shutdowns have resulted in delays in anticipated contract awards and delayed payments of invoices for several of our businesses and any new shutdown could have similar or worse effects.
 Also, government spending does not necessarily correlate to continued business for us, because not all of the programs in which we have participated, or may participate, or have current capabilities may be provided with continued funding. It is also not uncommon for governmental entities to delay the timing of awards or change orders for major programs. These delays could impact our revenues. Uncertainty over budgets or priorities could result in further delays in funding and the timing of awards, and changes in funded programs that could have a material impact on our revenues.
 Certain government contracts include termination for convenience provisions which allows the contract to be canceled at any time and for any reason (or no reason) or termination for default provisions. Termination for convenience provisions provides only for

 the recovery of costs incurred or committed, settlement expenses, and profit on work completed prior to termination. Termination for default clauses imposes liability on the contractor for excess costs incurred by government entities in re-procuring undelivered items from another source.
 Our suppliers could raise prices on key components, which may adversely affect our profitability.
 Significant increases in the cost of certain components used in our products, to the extent they are not timely reflected in the price we charge our customers, could materially and adversely impact our results. For example, we have experienced significant increases in prices for certain electronic components, as well as significantly increased lead times. We sought to address these increases by carrying safety stock of critical components on deposit with our suppliers, evaluating alternative components, suppliers and processes, reviewing component substitution opportunities, and aggressively negotiating larger quantities with our vendors to provide for adequate supply. Certain of our key component manufacturers and suppliers have the ability, in our contracts, to periodically increase their prices. Accordingly, we cannot assure that it will not face increased prices in the future or, if we do, whether we will be effective in containing margin pressures from any further component price increases.
 Key components in our products come from limited or single source third party suppliers. Interruptions in our relationships with these third parties could adversely impact our business.
 We rely on third parties to supply key components of our products. If any of our major third-party component suppliers experience interruptions, delays or disruptions in supplying their products or services, including by natural disasters, health epidemics and outbreaks, or work stoppages or capacity constraints, our ability to ship products to distributors and customers may be delayed. In addition, unfavorable economic conditions could result in financial distress among third-party suppliers upon which we rely, thereby increasing the risk of disruption of supplies necessary to fulfill our production requirements and meet customer demands. For example, in 2024, due to the reorganization of a vendor, we recorded a write down of a deposit of approximately $930,000. Additionally, if any of these third parties on whom we rely were to experience quality control problems in their operations and our products do not meet customer or regulatory requirements, we could be required to cover the cost of repair or replacement of any defective products. These delays or product quality issues could have an immediate and material adverse effect on our ability to fulfill orders and could have a negative effect on our operating results. In addition, such delays or issues with product quality could adversely affect our reputation and our relationship with our customers and distributors.
 If these third parties experience financial, operational, manufacturing capacity or other difficulties, or experience shortages in required components, our supply may be disrupted, we may be required to seek alternate suppliers and we may be required to re-design our products. It would be time-consuming, and could be costly and impracticable, to begin to use new suppliers and such changes could cause significant interruptions in supply. Such changes could also have an adverse effect on our ability to meet our scheduled product deliveries and may subsequently lead to the loss of sales.
 We believe there are a limited number of competent, high-quality suppliers in the industry that meet our strict quality and control standards, and as we seek to obtain additional or alternative supplier arrangements in the future, there can be no assurance that we would be able to do so on satisfactory terms, in a timely manner, or at all. Our suppliers could also discontinue or modify components used in our products. In some cases, the lead times associated with certain components are lengthy and preclude rapid changes in quantities and delivery schedules. Developing alternate sources of supply for these components may be time-consuming, difficult, and costly and we may not be able to source these components on terms that are acceptable to us, or at all, which may undermine our ability to meet our requirements or to fill customer orders in a timely manner. Any interruption or delay in the supply of any of these parts or components, or the inability to obtain these parts or components from alternate sources at acceptable prices and within a reasonable amount of time, would adversely affect our ability to meet our scheduled product deliveries to our customers. This could adversely affect our relationships with customers and distributors and could cause delays in shipment of our products and adversely affect our operating results.
 Risks Related to Our Products
 Components used in our sensors may fail as a result of manufacturing, design or other defects over which we have no control and render our devices permanently inoperable.
 We rely on third-party component suppliers to provide certain functionalities needed for the operation and use of our devices. Any errors or defects in such third-party technology could result in errors in our sensors that could harm our business. If these components have a manufacturing, design or other defect, they can cause our sensors to fail and render them permanently inoperable.

 As a result, we may have to replace these sensors at our sole cost and expense. Should we have a widespread problem of this kind, our reputation in the market could be adversely affected and our replacement of these sensors would harm our business.
 Real or perceived false positive fire detection alerts or failure or perceived failure to generate alerts for actual fires could adversely affect our customers and their operations, damage our brand and reputation and adversely affect our growth prospects and results of operations.

 Certain of our products may be used for early fire detection. A false positive alert, in which a fire is incorrectly identified, could result in an unnecessary rapid deployment of police officers and first responders, which may raise unnecessary fear among the occupants of a facility, and may be deemed a waste of police and first responder resources. A false negative, in which there is a failure to alert law enforcement or security personnel of an actual fire, could result in a less rapid or no response by police officers and first responders, increasing the probability of injury or loss of life. Both false positive alerts and the failure to generate alerts of actual fires may result in customer dissatisfaction, potential loss of confidence in our solutions, and potential liabilities to customers or other third parties, any of which could harm our reputation and adversely impact our business and operating results. Additionally, the perception of a false positive alert or of a failure to generate an alert, even where our customers understand that our solutions were utilized correctly, could lead to negative publicity or harm the public perception of our solutions, which could harm our reputation and adversely impact our business and operating results.

 Product integration could face complications or unpredictable difficulties, which may adversely impact customer adoption of our products and our financial performance.
 Our products are typically integrated into customer workflows, applications and other technology solutions. Required integration efforts can be time-consuming and costly and there is no guarantee that results will be satisfactory to the end customer. While we work with system integrators that lend their experience to these workstreams, there is no guarantee that unforeseen delays or setbacks would not arise that would impair our ability to launch with key programs across our sectors of focus. One risk specific to the manufacturing target market is that many manufacturing customers have some form of legacy system, usually vibration monitors, that perform functions that overlap with some of the MSAI Connect functionality In addition to the technical risks of integrating our products into our customers' workflows, applications and other technology solutions, our customers must be comfortable with the cybersecurity and software integrity of our products, including the MSAI Connect system. Our customers must also be comfortable that the integration of our products will not disrupt our supply chain operations, which are typically continuous in nature. Customers must be convinced that their legacy systems alone are not adequate for predictive-maintenance, process-improvement or safety tasks. Moreover, customers must be convinced that the combination of their legacy systems with MSAI Connect, or any of our other products, will be materially better for their business and operations through the enhancement of predictive maintenance, process improvement or safety, and will generate returns on investment (e.g., through prevention of unexpected downtime, improved process yields or early fire detection) that are significantly in excess of the costs of the MSAI Connect system or any of our other products.
 The complexity of our products could result in unforeseen delays or expenses from undetected defects, errors or reliability issues in hardware or software that could reduce the market adoption of our new products, damage our reputation with current or prospective customers, expose us to product liability and other claims and adversely affect our operating costs.
 Our products are highly technical and very complex. They require high standards to manufacture and have in the past, and will likely in the future, experience defects, errors or reliability issues at various stages of development. We may be unable to timely release new products, manufacture existing products, correct problems that have arisen or correct such problems to our customers' satisfaction. Additionally, undetected errors, defects or reliability issues, especially as new products are introduced or as new versions are released, could result in serious injury to the end users of technology incorporating our products, or those in the surrounding area, our customers never being able to commercialize technology incorporating our products, litigation against us, negative publicity and other consequences. Some errors or defects in our products may only be discovered after they have been tested, commercialized and deployed by customers. If that is the case, we may incur significant additional development costs and product recall, repair or replacement costs. These problems may also result in claims, including class actions, against us by our customers or others. Our reputation or brand may be damaged as a result of these problems and customers may be reluctant to buy our products, which could adversely affect our ability to retain existing customers and attract new customers and could adversely affect our financial results.

 In addition, we could face material legal claims for breach of contract, product liability, fraud, tort or breach of warranty as a result of these problems. Defending a lawsuit, regardless of its merit, could be costly and may divert management's attention and adversely affect the market's perception of us and our products. In addition, our business liability insurance coverage could prove inadequate with respect to a claim and future coverage may be unavailable on acceptable terms or at all. These product-related issues could result in claims against us and our business could be adversely affected.
 The markets in which we compete are characterized by technological change, which requires us to continue to develop new products and product innovations and could adversely affect market adoption of our products.
 While we intend to invest substantial resources to remain on the forefront of technological development, continuing technological changes in sensing technology and the markets for these products could adversely affect adoption of our products, either generally or for particular applications. Our future success will depend upon our ability to develop and introduce a variety of new capabilities and innovations to our existing product offerings, as well as introduce a variety of new product offerings, to address the changing needs of the markets in which we offer our products. Delays in delivering new products that meet customer requirements could damage our relationships with customers and lead them to seek alternative sources of supply. Delays in introducing products and innovations, the failure to choose correctly among technical alternatives or the failure to offer innovative products or configurations at competitive prices may cause existing and potential customers to purchase our competitors' products or turn to alternative sensing technology.
 If we are unable to devote adequate resources to develop products or cannot otherwise successfully develop products or system configurations that meet customer requirements on a timely basis or that remain competitive with technological alternatives, our products could lose market share, our revenue will decline, we may experience operating losses and our business and prospects will be adversely affected.
 We may incur significant direct or indirect liabilities in connection with our product warranties which could adversely affect our business and operating results.
 We typically offer a limited product warranty that requires our products to conform to the applicable specifications and be free from defects in materials and workmanship for a limited warranty period. As a result of increased competition and changing standards in our target markets, it may be required to increase our warranty period length and the scope of our warranty. To be competitive, we may be required to implement these increases before we are able to determine the economic impact of an increase. Accordingly, we may be at risk that any such warranty increase could result in foreseeable and unforeseeable losses.
 In particular, the usage of our products by target customers could make us liable for warranty claims and pecuniary and reputational damages. In our target markets, our products may be placed in physical locations and environments that present harsh operating conditions, or that present a risk of product damage due to accidents or vandalism. This may result in more product failures than we anticipate and may require us to provide warranties for our products beyond our knowledge of their performance. This could increase the rate of customer returns and warranty claims, resulting in higher than expected operating costs for us. Product failures may also affect market acceptance of our products and our ability to win future business. Any negative publicity related to the perceived quality of our products could affect our brand image, partner and customer demand, and adversely affect our operating results and financial condition.
 Risks Related to Our Financial Statements and Accounting
 If we fail to maintain an effective system of internal controls, our ability to produce timely and accurate financial statements or comply with applicable regulations could be adversely affected.
 We are subject to the reporting requirements of the Exchange Act, the Sarbanes-Oxley Act of 2002, and the rules and regulations of Nasdaq. We expect that the requirements of these rules and regulations will increase our legal, accounting, and financial compliance costs, make some activities more difficult, time-consuming, and costly and place significant strain on our personnel, systems, and resources.
 The Sarbanes-Oxley Act requires, among other things, that we maintain effective disclosure controls and procedures and internal control over financial reporting. We are continuing to establish, develop and refine our disclosure controls, internal control over financial reporting, and other procedures that are designed to ensure that information required to be disclosed in the reports that we will file with the SEC are recorded, processed, summarized, and reported within the time periods specified in the rules of and on the forms

 required by the SEC, and that information required to be disclosed in reports under the Exchange Act is accumulated and communicated to our principal executive and financial officers. As previously reported, in connection with the preparation of the audited consolidated financial statements for the year ended December 31, 2023, we identified material weaknesses in our internal controls over financial reporting. As of December 31, 2024, management has remediated the material weakness. See Item 9A. " Controls and Procedures " in Part II of this Annual Report.
 Any new controls that we develop may be inadequate because of changes in conditions in our business. Further, additional weaknesses in our internal controls may be discovered in the future. Any failure to develop or maintain effective controls, or any difficulties encountered in their implementation or improvement, could adversely affect our operating results or cause us to fail to meet our reporting obligations, and may result in a restatement of our financial statements for prior periods. Any failure to implement and maintain effective internal controls also could adversely affect the results of periodic management evaluations and annual independent registered public accounting firm attestation reports regarding the effectiveness of our internal control over financial reporting that we are required to include in the periodic reports we will file with the SEC under Section 404 of the Sarbanes-Oxley Act. Ineffective disclosure controls and procedures and a lack of internal control over financial reporting could also cause investors to lose confidence in our reported financial and other information.
 In order to maintain and improve the effectiveness of our disclosure controls and procedures and our internal control over financial reporting, we have expended, and anticipate that we will continue to expend, significant resources, including accounting-related costs, and provide significant management oversight. Any failure to maintain the adequacy of our internal controls, or consequent inability to produce accurate financial statements on a timely basis, could increase our operating costs and could materially and adversely affect our ability to operate our business. If our internal controls are perceived as inadequate or that we are unable to produce timely or accurate financial statements, investors may lose confidence in our operating results.
 Our independent registered public accounting firm will not be required to formally attest to the effectiveness of our internal control over financial reporting until after we are no longer an emerging growth company or smaller reporting company. At such time, our independent registered public accounting firm may issue a report that is adverse in the event we are not satisfied with the level at which our controls are documented, designed, or operating. Any failure to maintain effective disclosure controls and internal control over financial reporting could have a material and adverse effect on our business and operating results.
 We are exposed to the risk of write-downs on the value of our inventory and other assets, in addition to purchase commitment cancellation risk.
 We write down our inventories that exceed anticipated demand, or for which cost exceeds net realizable value. We review long-lived assets including capital assets held at our suppliers' facilities, for impairment whenever events or circumstances indicate the assets may not be recoverable. If we determine that an impairment has occurred, we record a write-down equal to the amount by which the carrying value of the asset exceeds its fair value. For example, we recorded an inventory write-down of $2,272 and $1,689 which was charged to costs of goods sold for the years ended December 31, 2024 and 2023, respectively, related to customer demand and prevailing market conditions.
 We order components for our products and build inventory in advance of product manufacturing and shipments. Because our target markets are volatile, competitive and subject to rapid technology and price changes, and because we have limited sales history in certain new end-markets, there is a risk we will forecast incorrectly and order or produce excess or insufficient amounts of components or products or not fully utilize our purchase commitments.
 Our ability to use our net operating loss carryforwards and certain other tax attributes may be limited.
 As of December 31, 2024, we had $31.4 million of U.S. federal net operating loss carryforwards available to reduce future taxable income. MSAI's U.S. federal operating loss carryforwards will be carried forward indefinitely for U.S. federal tax purposes. Of MSAI's U.S. state net operating loss carryforwards, the earliest that any will expire is 2027. It is possible that MSAI will not generate taxable income in time to use these net operating loss carryforwards before their expiration (or that it will not generate taxable income at all). Under legislative changes made in December 2017, U.S. federal net operating losses incurred in 2018 and in future years may be carried forward indefinitely, but the deductibility of such net operating losses is limited.
 In addition, our federal and state net operating loss carryforwards and certain tax credits may be subject to significant limitations under Section 382 and Section 383 of the Code, respectively, and similar provisions of state law. Under those sections of the Code, if a corporation undergoes an "ownership change," the corporation's ability to use its pre-change net operating loss carryforwards and other

 pre-change attributes, such as research tax credits, to offset its post-change income or tax may be limited. In general, an "ownership change" will occur if there is a cumulative change in our ownership by "5-percent shareholders" that exceeds 50 percentage points over a rolling three-year period. Similar rules may apply under state tax laws. There has been no limitation or loss of net operating losses or tax credits as of December 31, 2023. It has been determined that the Business Combination did not give rise to an "ownership change" for purposes of Section 382 and Section 383 of the Code. However, we may experience an ownership change in the future as a result of subsequent shifts in our stock ownership (some of which shifts are outside of our control). As a result, our ability to use our pre-change federal NOLs and other tax attributes to offset future taxable income and taxes could be subject to limitations. For these reasons, we may be unable to use a material portion of our NOLs and other tax attributes, which could adversely affect our future net income and cash flows.
 Unanticipated changes in effective tax rates or adverse outcomes resulting from examination of our income or other tax returns could adversely affect our financial condition and results of operations.
 We are subject to income taxes in the United States, and our tax liabilities are subject to the allocation of expenses in differing jurisdictions. Our future effective tax rates could be subject to volatility or adversely affected by a number of factors, including:

 changes in the valuation of our deferred tax assets and liabilities;

 expected timing and amount of the release of any tax valuation allowances;

 tax effects of share-based compensation;

 costs related to intercompany restructurings;

 changes in tax laws, regulations or interpretations thereof; or

 lower than anticipated future earnings in jurisdictions where we have lower statutory tax rates and higher than anticipated future earnings in jurisdictions where we have higher statutory tax rates.

 In addition, we may be subject to audits of our income, sales and other transaction taxes by taxing authorities. Outcomes from these audits could have an adverse effect on our financial condition and results of operations.
 Risks Related to Our Intellectual Property, Information Technology and Cybersecurity
 We are subject to cybersecurity risks to operational systems, security systems, infrastructure, firmware in our thermal infrared technology and customer data processed by us or third-party vendors or suppliers and any material failure, weakness, interruption, cyber event, incident or breach of security could prevent us from effectively operating our business.
 We rely on computer systems, hardware, software, technology infrastructure and online sites and networks for both internal and external operations that are critical to our business (collectively, "IT Systems"). We own and manage some of these IT Systems but also rely on third parties for a range of IT Systems and related products and services, including but not limited to cloud computing services. We and certain of our third-party providers collect, maintain and process data about customers, employees, business partners and others, including information about individuals, as well as proprietary information belonging to our business such as trade secrets (collectively, "Confidential Information").
 We face numerous and evolving cybersecurity risks that threaten the confidentiality, integrity and availability of our IT Systems and Confidential Information, including from diverse threat actors, such as Company insiders (through inadvertence or with malicious intent) or from malicious third parties (including nation-states or nation-state-supported actors), as well as through diverse attack vectors, such as social engineering/phishing, malware (including ransomware), malfeasance by insiders, human or technological error, and as a result of malicious code. For example, we are at risk for interruptions, outages and breaches of: operational systems, including business, financial, accounting, product development, data processing or production processes, owned by us or our third-party vendors or suppliers; facility security systems, owned by us or our third-party vendors or suppliers; in-product technology owned by us or our third-party vendors or suppliers; the integrated software in our thermal infrared solutions; or customer data that we process or our third-party vendors or suppliers process on our behalf. Such cyber incidents could materially disrupt operational systems; result in loss of intellectual property, trade secrets or other proprietary or competitively sensitive information; compromise certain information of customers, employees, suppliers, or others; jeopardize the security of our facilities; or affect the performance of in-product technology and the integrated software in our thermal infrared solutions. Remote and hybrid working arrangements at our company (and at many third-party providers) also increase cybersecurity risks due to the challenges associated with managing remote computing assets and security vulnerabilities that are present in many non-corporate and home networks. Additionally, any integration of AI/ML in our or any service providers' operations, products or services is expected to pose new or unknown cybersecurity risks and challenges.

 Cyberattacks are expected to accelerate on a global basis in frequency and magnitude as the techniques and tools – including AI – used by cyber attackers are becoming increasingly sophisticated, change frequently and may be difficult to detect for long periods of time. Although we maintain information technology measures designed to protect us against intellectual property theft, data breaches and other cyber incidents, such measures will require updates and improvements, and we cannot guarantee that such measures will be fully implemented, complied with or adequate to detect, prevent or mitigate cyber incidents. The implementation, maintenance, segregation and improvement of these systems requires significant management time, support and cost. Moreover, there are inherent risks associated with developing, improving, expanding and updating current systems, including the disruption of our data management, procurement, production execution, finance, supply chain and sales and service processes. These risks may affect our ability to manage our data and inventory, procure parts or supplies or produce, sell, deliver and service our solutions, adequately protect our intellectual property or achieve and maintain compliance with, or realize available benefits under, applicable laws, regulations and contracts. We cannot be sure that the IT Systems upon which we rely, including those of our third-party vendors or suppliers, will be effectively implemented, maintained or expanded as planned. If we do not successfully implement, maintain or expand these IT Systems as planned, our operations may be disrupted, our ability to accurately and timely report our financial results could be impaired, and deficiencies may arise in our internal control over financial reporting, which may impact our ability to certify our financial results. Moreover, our Confidential Information or intellectual property could be compromised or misappropriated and our reputation may be adversely affected. If these IT Systems do not operate as we expect them to, we may be required to expend significant resources to make corrections or find alternative sources for performing these functions.
 We, and certain of our third-party providers, have experienced and expect to continue to experience actual and attempted cyberattacks of our IT networks, such as through phishing scams. Although none of these actual or attempted cyber-attacks have had a material adverse impact on our operations or financial condition, we cannot guarantee that any such incidents will not have such an impact in the future. A significant cyber incident could impact production capability, harm our reputation, cause us to breach our contracts with other parties or subject us to regulatory actions or litigation (including class actions), any of which could materially affect our business, prospects, financial condition and operating results. In addition, our insurance coverage for cyberattacks may not be sufficient to cover all the losses we may experience as a result of a cyber-incident. Any problems with our third-party cloud hosting providers, whether due to cybersecurity failures or other causes, could result in lengthy interruptions in our business. Furthermore, we cannot guarantee that any costs and liabilities incurred in relation to an attack or incident will be covered by our existing insurance policies or that applicable insurance will be available to us in the future on economically reasonable terms or at all.
 Our intellectual property applications may not issue or be registered, which may have a material adverse effect on our ability to prevent others from commercially exploiting products similar to ours.
 We cannot be certain that we are the first inventor of the subject matter to which we have filed any particular patent application, or if we are the first party to file such a patent application. If another party has filed a patent application to, or otherwise publicly disclosed, subject matter that we are seeking to protect in a given patent application, we may not be entitled to the protection sought by the patent application. We also cannot be certain whether the claims included in a patent application will ultimately be granted as an issued patent since the patent office of the jurisdiction in which a patent application is filed may rule that the subject matter we are seeking to patent is not novel or is obvious or otherwise non-inventive or rule that the patent application and/or claims of the patent application do not comply with one or more other requirements of the patent laws of the jurisdiction. Further, the scope of protection of issued patent claims is often difficult to determine. As a result, we cannot be certain that our issued patents will afford protection against competitors with similar technology. In addition, our competitors may design around our issued patents, which may adversely affect our business, prospects, financial condition and operating results.
 Claims that we are infringing or misappropriating third-party intellectual property rights, whether successful or not, could subject us to costly and time-consuming litigation or expensive licenses, and adversely affect our business.
 As of the date of this Annual Report, to our knowledge, the Company has not been party to or received notice of any intellectual property and related contractual litigation. Intellectual property and related contractual litigation could result in substantial costs and diversion of management resources, either of which could materially and adversely affect our business, operating results and financial condition. Such claims may also divert management resources and attention away from other business efforts and force us to acquire intellectual property rights and licenses, which may involve substantial royalty or licensing payments that may not be acceptable to us. Further, a party making such a claim against us, if successful, could secure a judgment that requires us to pay substantial damages or such a party could obtain an injunction.
 Thermal infrared technology is a heavily populated intellectual property field, in which many companies, both within and outside of the industry, hold patents covering such products and other adjacent technologies. In addition to patents, companies in the

 thermal infrared technology industry typically rely on copyrights and trade secrets to protect their technology. As a result, there has been frequent litigation in the thermal infrared technology industry based on allegations of patent infringement, misappropriation or other violations of intellectual property rights. We have received, and in the future may receive, inquiries from other intellectual property holders and we may become subject to claims that we infringe others' intellectual property rights, particularly as our market presence increases, as our products expand to new use cases and geographies, and as we face increasing competition. In addition, parties may claim that our name and the branding of our products infringe their trademark rights in certain territories. If such a claim were to prevail, we may have to change the names of and branding of our products in the affected territories which could be costly and could cause market confusion.
 Interruption or failure of our information technology and communications systems could impact our ability to effectively provide our services.
 Our products include services and functionality that utilize data connectivity to monitor performance and timely capture opportunities to enhance performance and functionality. The availability and effectiveness of our services depend on the continued operation of information technology and communications systems. Our systems will be vulnerable to damage or interruption from, among others, physical theft, fire, terrorist attacks, natural disasters, power loss, war, telecommunications failures, viruses, denial or degradation of service attacks, ransomware, social engineering schemes, insider theft or misuse or other attempts to harm our systems. We utilize reputable third-party service providers or vendors for our data other than our source code, and these providers could also be vulnerable to harms similar to those that could damage our systems, including sabotage and intentional acts of vandalism causing potential disruptions.
 Some of our systems will not be fully redundant, and our disaster recovery planning cannot account for all eventualities. Any problems with our third-party cloud hosting providers could result in lengthy interruptions in our business. In addition, our product services and functionality are highly technical and complex technology which may contain errors or vulnerabilities that could result in interruptions in our business or the failure of our systems.
 Under certain of our agreements, we are required to provide indemnification in the event our technology is alleged to infringe upon the intellectual property rights of third parties.
 In certain of our agreements, we indemnify our licensees, manufacturing partners and suppliers for claims that our products infringe the intellectual property rights of third parties. We could incur significant expenses defending these partners if they are sued for patent infringement based on allegations related to our technology. In addition, if a partner were to lose a lawsuit and in turn seek indemnification from us, we could be subject to significant monetary liabilities. While such contracts typically give us multiple remedies for addressing instances of infringements, such remedies, such as product modification or the purchase of licenses, could be expensive and difficult to administer.
 We utilize third-party licensed software for use in our business, and the inability to maintain these licenses, errors in the software, or the terms of open-source licenses could result in increased costs or reduced service levels, which would adversely affect our business.
 Our business relies on certain third-party software obtained under licenses from other companies. We anticipate that we will continue to rely on such third-party software in the future. Although we believe that there are commercially reasonable alternatives to the third-party software we currently license, these alternatives may not always be available, or it may be difficult or costly to switch to an alternative. In addition, integration of new third-party software may require significant work and require substantial investment of our time and resources. Our uses of additional or alternative third-party software would require us to enter into license agreements with third parties, which may not be available on commercially reasonable terms, or at all. This third-party technology may currently or could, in the future, infringe the intellectual property rights of third parties or the licensors may not have sufficient rights to the technology they license us in all jurisdictions in which we may sell our solutions. The licensors of the third-party technology we use may discontinue their offerings or change the prices for and other terms under which their technology is licensed. If we are unable to continue to license any of this technology on terms we find acceptable, or if there are quality, security, or other substantive issues with any of this technology, we may face delays in releases of our solutions or we may be required to find alternative vendors or remove functionality from our solutions. In addition, our inability to obtain certain licenses or other rights might require us to engage in potentially costly and time-consuming dispute resolution or litigation regarding these matters. Many of the risks associated with the use of third-party software cannot be eliminated, and these risks could negatively affect our business.

 Some of the third-party software used by us is licensed under the terms of open-source software licenses. Companies that incorporate open-source software into their technologies have, from time to time, faced claims challenging the use of open-source software and/or compliance with open-source license terms. As a result, we could be subject to lawsuits by parties claiming ownership of what we believe to be open-source software or claiming noncompliance with open-source licensing terms. Some open-source software licenses require users who distribute such software to publicly disclose all or part of the source code to such software and/or make available any derivative works of the open-source code, which could include valuable proprietary code of the user, on unfavorable terms or at no cost. While we monitor the use of open-source software and attempt to ensure that open-source software is not used in a manner that would require us to disclose our internally developed source code or that would otherwise breach the terms of an open-source agreement, such use could inadvertently occur. The terms of many open-source software licenses have not been interpreted by U.S. courts, and there is a risk that such licenses could be construed in a manner that could impose unanticipated conditions or restrictions on our ability to sell our products. Any requirement to disclose our internally developed source code or pay damages for breach of contract could have a material adverse effect on our business, financial condition, and results of operations and could help our competitors develop services that are similar to or better than ours.
 We have integrated, and may continue to integrate, open-source AI models in certain aspects of our business. Given that AI is a rapidly developing technology that is in its early stages of business use, it presents a number of operational, compliance and reputational risks. Please see " — Risks Related to Our Use of Artificial Intelligence" for more information. We rely on the availability of certain open-source AI models. If such AI models were no long available or free to use, it could have a material adverse effect on our business, financial condition, and results of operations.

 We may not be able to adequately protect or enforce our intellectual property rights or prevent competitors or other unauthorized parties from copying or reverse engineering our technology.
 Our success depends in part on our ability to obtain patents and other intellectual property rights covering our technology and products, and to maintain adequate legal protection for our technology and products in the United States. We rely primarily on trade secret protections and, to a lesser extent, on patent, trademark and copyright laws, along with confidentiality procedures and contractual restrictions, to establish and protect our proprietary rights, all of which provide only limited protections.
 We cannot assure whether any of our pending patent applications will mature into issued patents, or that any of our pending trademark applications will be registered, in a manner that gives us any or adequate defensive protection. We also do not know whether any patents issued to us or any trademarks registered by us will be challenged, invalidated or circumvented. Any patents that may be issued or any copyrights and trademarks that may be registered in the future, may not provide sufficiently broad protections to us, or may not prove to be enforceable in actions against alleged infringers. We cannot be certain that the actions we have undertaken to protect our technology and products will prevent unauthorized use of our technology or the reverse engineering of our products. Moreover, others may independently develop technologies and products that compete with ours, or infringe our intellectual property.
 Though we may have obtained, or may in the future obtain, intellectual property and related proprietary rights in various jurisdictions, it may prove difficult to enforce our intellectual property rights in practice. Discovering and protecting against unauthorized use of our intellectual property, products and other proprietary rights is expensive and difficult. Competitors and other unauthorized parties may attempt to copy or reverse engineer our technology and other aspects of our solutions that we consider proprietary. Litigation may be necessary in the future to enforce or defend our intellectual property rights, to prevent unauthorized parties from copying or reverse engineering our products, to determine the validity and scope of the proprietary rights of others or to block the importation of infringing products into the United States or other markets. Failure to adequately protect our intellectual property rights could result in our competitors offering similar products, potentially resulting in the loss of some of our competitive advantage, market share and a decrease in our revenue, which could adversely affect our business, operating results, financial condition and prospects.
 We rely on our unpatented proprietary technology, copyrights, trade secrets, proprietary processes and know-how.
 We rely on laws and regulations applicable to proprietary intellectual property, technology and information (including, for example, trade secrets, know-how and confidential information) to protect intellectual property that may not be patentable or subject to copyright or trademark protection, or that we believe is best protected by means that do not require public disclosure. We may seek to protect this proprietary information and trade secrets by entering into confidentiality agreements, or consulting, services or employment agreements that contain non-disclosure and non-use provisions with our employees, consultants, contractors and third parties. We may fail, however, to enter into the necessary agreements, and even if properly executed and entered into, these agreements may be breached or may otherwise fail to prevent disclosure, third-party infringement or misappropriation of our proprietary information and trade secrets,

 may be limited as to their term and may not provide an adequate remedy in the event of unauthorized disclosure or use of proprietary information. Additionally, we have limited control over the protection of trade secrets used by our current or future manufacturing partners and suppliers and could lose future trade secret protection if any unauthorized disclosure of such information occurs. In addition, our proprietary information may otherwise become known or be independently developed by our competitors or other third parties. Furthermore, laws regarding trade secret rights in certain markets where we operate may afford little or no protection to our trade secrets.
 We may be subject to damages resulting from claims that we or our employees have wrongfully used or disclosed alleged trade secrets of our employees' former employers.
 We may be subject to claims that we or our employees have inadvertently or otherwise used or disclosed trade secrets or other proprietary information of one or more of an employee's former employers. Litigation may be necessary to defend us against these claims. If we fail in defending such claims, in addition to paying monetary damages, we may lose valuable intellectual property rights or personnel. A loss of key personnel or their work product could hamper or prevent our ability to commercialize our products, which could severely harm our business. Even if we are successful in defending against any such claims, litigation could result in substantial costs and demand on management resources.
 Risks Related to Our Use of Artificial Intelligence
 Our use of AI Technologies poses specific risks related to intellectual property, including uncertainty concerning the degree and extent of protection warranted for intellectual property developed with AI Technologies.
 A number of aspects of intellectual property protection in the field of AI and machine learning are currently under development, and there is uncertainty and ongoing litigation in different jurisdictions as to the degree and extent of protection warranted for AI and machine learning systems and relevant system input and outputs. The law is also uncertain across jurisdictions regarding the copyright ownership of content that is produced in whole or in part by generative AI tools. If we fail to obtain protection for the intellectual property rights concerning our AI, machine learning, and automated decision-making technologies, including AI and machine learning algorithms and models, (collectively, our "AI Technologies"), or later have our intellectual property rights invalidated or otherwise diminished, our competitors may be able to take advantage of our research and development efforts to develop competing products which could adversely affect our business, reputation and financial condition.
 Given the long history of development of AI Technologies, other parties may have (or in the future may obtain) patents or other proprietary rights that would prevent, limit, or interfere with our ability to make, use, or sell our own AI Technologies.
 We use AI technologies in our business, and the development, use, and maintenance of these technologies involve technological and legal risk.
 We are investing in AI Technologies. We expect that increased investment will be required in the future to develop and improve our AI Technologies. As with many technological innovations, there are significant risks involved in developing, maintaining and deploying these technologies and we cannot assure that the usage of or our investments in such technologies will always enhance our products or services or be beneficial to our business, including our efficiency or profitability.
 In particular, if the models underlying our AI Technologies are incorrectly designed or implemented; trained or reliant on incomplete, inadequate, inaccurate, biased or otherwise poor quality data, or on data to which we do not have sufficient rights or in relation to which we and/or the providers of such data have not implemented sufficient legal compliance measures; used without sufficient oversight and governance to provide for their responsible use; and/or adversely impacted by unforeseen defects, technical challenges, cybersecurity threats or material performance issues], the performance of our products, services and business, as well as our reputation and the reputations of our customers, could suffer or we could incur liability resulting from the violation of laws or contracts to which we are a party or civil claims.
 With respect to our products or services that incorporate our AI Technology or other AI technology, the market for such products and services is rapidly evolving and unproven in many industries, including our own, and important assumptions about the characteristics of targeted markets, pricing, sales cycles, cost, performance, and perceived value associated with our services or products may be inaccurate. We cannot be sure that the market will continue to grow or that it will grow in ways we anticipate. In addition, market acceptance and consumer perceptions of products and services that incorporate AI Technology is uncertain. Our failure to successfully develop and commercialize our products or services involving AI Technologies could depress the market price of our stock and impair

 our ability to: raise capital; expand our business; provide, improve and diversify our product offerings; continue our operations and efficiently manage our operating expenses; and respond effectively to competitive developments.
 In addition to our AI Technologies, we use AI technologies licensed from third parties in our technologies and our ability to continue to use such technologies at the scale we need may be dependent on access to specific third-party software and infrastructure. We cannot control the availability or pricing of such third-party AI technologies, especially in a highly competitive environment, and we may be unable to negotiate favorable economic terms with the applicable providers. If any such third-party AI technologies become incompatible with our solutions or unavailable for use, or if the providers of such models unfavorably change the terms on which their AI technologies are offered or terminate their relationship with us, our solutions may become less appealing to our customers and our business will be harmed. In addition, to the extent any third-party AI technologies are used as a hosted service, any disruption, outage, or loss of information through such hosted services could disrupt our operations or solutions, damage our reputation, cause a loss of confidence in our solutions, or result in legal claims or proceedings, for which we may be unable to recover damages from the affected provider.
 We develop products which are powered by AI Technologies, and dependence on and challenges in developing and maintaining such AI Technologies may adversely affect our operations and competitive position.
 We are in varying stages of development in relation to our products and internal business processes involving AI Technologies. The continuous development, maintenance and operation of our AI Technologies is expensive and complex, and may involve unforeseen difficulties including material performance problems, undetected defects or errors. For instance, the models underlying AI Technologies can experience decay (also known as "model drift") in which its performance and accuracy decreases over time without further human intervention to correct such decay.
 We may not be successful in our ongoing development and maintenance of these technologies in the face of novel and evolving technical, reputational and market factors. Our efforts to develop proprietary AI models could increase our operating costs. Our ability to develop proprietary AI models may be limited by our access to processing infrastructure or training data, and we may be dependent on third-party providers for such resources.
 We face significant competition from other companies in our industry in relation to the development and deployment of AI Technologies. Those other companies may develop AI Technologies that are similar or superior to ours and/or are more cost-effective and/or quicker to develop, deploy and maintain. Any inability to develop, offer or deploy new AI Technologies as effectively, as quickly and/or as cost-efficiently as our competitors could have a materially adverse impact on our operating results, customer relationships and growth.
 Our business may be affected by the evolving regulatory framework for AI Technologies.
 The regulatory framework for AI Technologies is rapidly evolving as many federal, state, and foreign government bodies and agencies have introduced or are currently considering additional laws and regulations. Already, certain existing legal regimes (e.g., relating to data privacy) regulate certain aspects of AI Technologies, and new laws regulating AI Technologies were passed in the United States and the EU in 2024.
 For example, in October 2023, the United States Government issued a broad Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence (the "2023 AI Order"), that sets out principles intended to guide AI design and deployment for the public and private sector and signals the increase in governmental involvement and regulation over AI Technologies. The 2023 AI Order established certain new requirements for the training, testing and cybersecurity of sophisticated AI models and large-scale computer centers used to train AI models. The 2023 AI Order also instructed several other federal agencies to promulgate additional regulations within specific timeframes from the date of the 2023 AI Order regarding the use and development of AI Technologies. Already agencies such as the Department of Commerce and the Federal Trade Commission have issued proposed rules governing the use and development of AI Technologies. Legislation related to AI Technologies has also been introduced at the federal level and is advancing at the state level. For example, the California Privacy Protection Agency is currently in the process of finalizing regulations under the CCPA regarding the use of automated decision-making. In September 2024, California enacted seventeen new bills that further regulate use of AI Technologies and provide consumers with additional protections around companies' use of AI Technologies, such as requiring companies to disclose certain uses of generative AI. These new bills may affect how we use AI Technologies in our business. For example, AB 1008 amends the CCPA to clarify that AI Technologies can generate output that is considered personal information, which would mean that California consumers have a right to request that such personal information

 generated by AI Technologies be deleted or corrected, pursuant to their rights under the CCPA. Such additional regulations may impact our ability to develop, use and commercialize AI Technologies in the future.
 In Europe, on August 1, 2024, the EU Artificial Intelligence Act (the "EU AI Act") entered into force, and establishes a comprehensive, risk-based governance framework for AI in the EU market. The majority of the substantive requirements will apply beginning August 2, 2026. The EU AI Act applies to companies that develop, use and/or provide AI in the EU and includes requirements around transparency, conformity assessments and monitoring, risk assessments, human oversight, security, accuracy, general purpose AI and foundation models, and fines for breach of up to 7% of worldwide annual turnover. In addition, on September 28, 2022, the European Commission proposed two Directives seeking to establish a harmonized civil liability regime for AI in the EU, in order to facilitate civil claims in respect of harm caused by AI and to include AI-enabled products within the scope of the EU's existing strict product liability regime. Once fully applicable, the EU AI Act and the Liability Directives will have a material impact on the way AI is regulated in the EU. Further, in Europe we are subject to the European Union General Data Protection Regulation (the "GDPR"), which regulates our use of personal data for automated decision making that results in a legal or similarly significant effect on an individual, and provides rights to individuals in respect of that automated decision making. Recent case law from the Court of Justice of the European Union ("CJEU") has taken an expansive view of the scope of the GDPR's requirements around automated decision making and introduced uncertainty in the interpretation of these rules. Specifically, the CJEU has expanded the scope for automated decision making under the GDPR by finding that automated decision making activities can fall within the GDPR's restrictions on those activities even if the required legal or similarly significant effect for the individual is carried out by a third party, in certain circumstances. The EU AI Act, and developing interpretation and application of the GDPR in respect of automated decision making, together with developing guidance and/or decisions in this area, may affect our use of AI Technologies and our ability to provide, improve or commercialize our services, require additional compliance measures and changes to our operations and processes, result in increased compliance costs and potential increases in civil claims against us, and could adversely affect our business, operations and financial condition.
 While new AI Technologies initiatives, laws, and regulations are emerging and evolving, what they ultimately will look like remains uncertain, and our obligation to comply with them could entail significant costs, negatively affect our business, or entirely limit our ability to incorporate certain AI Technologies into our offerings.
 It is possible that further new laws and regulations will be adopted in the United States and in other non-U.S. jurisdictions, or that existing laws and regulations, including competition and antitrust laws, may be interpreted in ways that would limit our ability to use AI Technologies for our business, or require us to change the way we use AI Technologies in a manner that negatively affects the performance of our products, services, and business and the way in which we use AI Technologies. We may need to expend resources to adjust our products or services in certain jurisdictions if the laws, regulations, or decisions are not consistent across jurisdictions. Further, the cost to comply with such laws, regulations, or decisions and/or guidance interpreting existing laws, could be significant and would increase our operating expenses (such as by imposing additional reporting obligations regarding our use of AI Technologies). Such an increase in operating expenses, as well as any actual or perceived failure to comply with such laws and regulations, could adversely affect our business, financial condition and results of operations.
 Risks Related to Our Regulatory Compliance
 If we fail to comply with the laws and regulations relating to the collection of sales tax and payment of income taxes in the various states in which we do business, we could be exposed to unexpected costs, expenses, penalties and fees as a result of our non-compliance, which could harm our business.
 By engaging in business activities in the United States, we become subject to various state laws and regulations, including requirements to collect sales tax from our sales within those states, and the payment of income taxes on revenue generated from activities in those states. A successful assertion by one or more states that we were required to collect sales or other taxes or to pay income taxes where we did not could result in substantial tax liabilities, fees and expenses, including substantial interest and penalty charges, which could harm our business.
 Our government contracting activities are subject to government contracting regulations, including increasingly complex regulations on cybersecurity, and our failure to comply with such laws and regulations could harm our operating results and prospects.
 Our government contracting activities, like other government contractors, may become subject to various oversight, reviews and investigations relating to our compliance with applicable federal and state laws and regulations. More routinely, the government or governmental entity may audit our contracts with them. Such audits could result in adjustments to our contract prices or costs. We have

 recorded contract revenues based upon prices and costs we expect to realize. If the government or governmental entity discovers improper or illegal activities or contractual non-compliance (including improper billing), we may be subject to various civil and criminal penalties and administrative sanctions, which may include termination of contracts, forfeiture of profits, suspension of payments, fines and suspension or debarment from doing business.
 Certain government contracting agencies have adopted rules and regulations requiring contractors to implement a set of cybersecurity measures to attain the safeguarding of contractor systems that process, store, or transmit certain information. Implementation and compliance with these cybersecurity requirements is complex and costly, and could result in unforeseen expenses, lower profitability and, in the case of non-compliance, penalties and damages, all of which could have an adverse effect on our business. The cybersecurity requirements also impact our supply base which could impact cost, schedule and performance on programs if suppliers do not meet the requirements and therefore, do not qualify to support the programs.
 We are subject to U.S. anti-corruption and anti-money laundering laws. We can face criminal liability and other serious consequences for violations, which can harm our business.
 We are subject to the U.S. Foreign Corrupt Practices Act, the U.S. domestic bribery statute contained in 18 U.S.C. § 201, the U.S. Travel Act, the Money Laundering Control Act 18 U.S.C. §§ 1956 and 1957, and other anti-bribery and anti-money laundering laws. Anti-corruption laws are interpreted broadly and prohibit companies and their employees, agents, contractors and other collaborators from authorizing, promising, offering or providing, directly or indirectly, improper payments or anything else of value to recipients in the public or private sector and failing to prevent bribery, and require that we keep accurate books and records and maintain internal accounting controls designed to prevent any such actions. We can be held liable for the corrupt or other illegal activities of our employees, agents, contractors and other collaborators, even if we do not explicitly authorize or have actual knowledge of such activities. Any violations of the laws and regulations described above may result in substantial civil and criminal fines and penalties, imprisonment, the loss of export or import privileges, debarment, tax reassessments, breach of contract and fraud litigation, reputational harm and other consequences.
 As we increase our international cross-border business and expand our operations abroad, we may continue to engage with business partners and third-party intermediaries to market our services and to obtain necessary permits, licenses and other regulatory approvals. In addition, we or our third-party intermediaries may have direct or indirect interactions with officials and employees of government agencies or state-owned or affiliated entities. We can be held liable for the corrupt or other illegal activities of these third-party intermediaries, our employees, representatives, contractors, partners and agents, even if we do not explicitly authorize such activities. We cannot assure you that all of our employees and agents will not take actions in violation of our policies and applicable law, for which we may be ultimately held responsible. As we increase our international business, the risks under these laws may increase.
 Detecting, investigating and resolving actual or alleged violations of anti-corruption laws can require a significant diversion of time, resources and attention from management. In addition, noncompliance with anti-corruption or anti-bribery laws could subject us to whistleblower complaints, investigations, sanctions, settlements, prosecution, enforcement actions, fines, damages, other civil or criminal penalties, injunctions, suspension or debarment from contracting with certain persons, reputational harm, adverse media coverage and other collateral consequences. If any subpoenas are received or investigations are launched, or governmental or other sanctions are imposed, or if we do not prevail in any possible civil or criminal proceeding, our business, operating results and financial condition could be materially harmed.
 Our products are frequently used in applications that are subject to evolving regulations and standards.
 Our customers may use our products for regulated and standardized applications that require our products to comply with regulations and standards that are applicable to both our products and to those industries and applications, including functional safety and product reliability standards. New regulations and industry standards may be adopted that result in delays or cancellations of programs. If we decide not to pursue or fail to achieve these regulatory or industry certifications, we may lose existing or potential commercial opportunities or be exposed to legal liability from regulators.
 We are subject to, and must remain in compliance with, numerous laws and governmental regulations concerning the manufacturing, use, distribution and sale of our products. Some of our customers also require that we comply with their own unique requirements relating to these matters.
 We manufacture and sell products that contain components, which may contain materials or capabilities that are subject to government regulation in both the locations where we manufacture and assemble our products, as well as the locations where we sell

 our products. For example, we are subject to U.S. Department of Commerce regulations on our high-resolution cameras, which prevents us from selling certain products to certain potential foreign customers. Additionally, we are subject to U.S. Food and Drug Administration ("FDA") regulations on certain biorisk products cleared by the FDA under Section 510(k) biorisk products we have sold in the past. Manufacturers are required to certify in product labeling and in reports to the FDA that their products comply with applicable performance standards as well as maintain manufacturing, testing, and distribution records for their products. Failure to comply with these requirements could result in enforcement action by the FDA, which could require us to cease distribution of such products, recall or remediate products already distributed to customers, or subject us to FDA enforcement.
 Navigating these various regulatory regimes may be a complex process requiring continual monitoring of regulations and an ongoing compliance process to provide that we and our suppliers are in compliance with existing regulations in each market where we operate. If there is an unanticipated new regulation that significantly impacts our uses and sourcing of various components or requires more expensive components, that regulation could materially adversely affect our business, results of operations and financial condition. If we are not currently in compliance with existing regulations, or we fail to adhere to new regulations or fail to continually monitor the updates, we may incur costs in remedying our non-compliance and it may disrupt our operations. In addition, current or proposed regulations may adversely impact the availability of supplies needed to manufacture our products. For example, the U.S. Senate passed a bill to effectively ban all products from China's Xinjiang province due to concerns that the goods were produced with forced labor, which, if enacted, is expected to have adverse impacts on global supply chains. In such circumstances, we may also be subject to litigation, lose customers, suffer negative publicity and our business, results of operations, and financial condition could be adversely affected.
 Failures, or perceived failures, to comply with privacy, data protection, and information security requirements in the variety of jurisdictions in which we operate may adversely impact our business, and such legal requirements are evolving, uncertain and may require improvements in, or changes to, our policies and operations.
 Our current and potential future operations and sales subject us and our vendors to certain laws and regulations addressing privacy and the collection, use, storage, disclosure, transfer and protection of a variety of types of data. While, generally, we engage in limited processing of personal information, and, therefore, have limited exposure to current regimes, such as the California Consumer Privacy Act and the General Data Protection Regulation, the application and interpretation of these regimes are constantly evolving. Therefore, it is possible that new laws, regulations and other requirements, amendments or changes in interpretations of existing laws, regulations and requirements may require us to incur significant costs, implement new processes or change our handling of information and business operations.
 We endeavor to continually assess the continually evolving privacy and data security regimes and implement measures we believe are appropriate in response. Any failure, or perceived failure, by us to comply with current and future regulatory or customer-driven privacy, data protection, and information security requirements, or to prevent or mitigate security breaches, cyberattacks, or improper access to, use of, or disclosure of data, or any security issues or cyberattacks affecting us, could result in significant liability, costs (including the costs of mitigation and recovery), and a material loss of revenue resulting from the adverse impact on our reputation and brand, loss of proprietary information and data, disruption to our business and relationships, and diminished ability to retain or attract customers and business partners. Such events may result in governmental enforcement actions and prosecutions, private litigation, fines and penalties or adverse publicity, and could cause customers and business partners to lose trust in us, which could have an adverse effect on our reputation and business. Such events may result in governmental enforcement actions and prosecutions, private litigation, fines and penalties or adverse publicity, and could cause customers and business partners to lose trust in us, which could have an adverse effect on our reputation and business.
 We are subject to governmental export and import controls and economic sanctions laws and regulations. Our failure to comply with these laws and regulations could materially adversely affect our business, prospects, reputation, financial condition and results of operations.
 Our products and solutions are subject to certain U.S. and foreign export controls, trade sanctions, and import laws and regulations, including the U.S. Export Administration Regulations administered by the U.S. Department of Commerce, U.S. Customs regulations, ITAR as administered by the U.S. Department of State, and various economic and financial trade sanctions regulations and embargoes administered by the U.S. Treasury Department's Office of Foreign Assets Controls and the U.S. Department of State, the United Nations Security Council, and other relevant sanctions authorities. For example, exporting our thermal cameras, infrared cameras, or infrared sensors to certain countries may be restricted by the U.S. government's thermal camera export restrictions and may fall under the International Traffic in Arms Regulations. Pursuant to these laws and regulations, we are required, among other things, to (i) maintain a registration under the ITAR (which controls the export of defense-related items and services), (ii) determine the proper licensing

 jurisdiction and export classification of products, software, and technology, and (iii) obtain licenses or other forms of U.S. government authorization to engage in the conduct of our business.
 Changes in U.S. foreign trade control laws and regulations, or reclassifications of our products or technologies, may restrict our operations. In addition, complying with export control and sanctions regulations for a particular sale may be time-consuming and create delays in the introduction of our products and solutions in some international markets, should we pursue such international expansion, and, in some cases, prevent the export of our software and services to some countries altogether. Exports of our products and technology must be made in compliance with these laws and regulations. If a license or approval is required from a government agency prior to sale, no exports may occur until the appropriate approvals are obtained. The inability to secure and maintain necessary licenses and other authorizations could negatively impact our ability to compete successfully or to operate our business as planned. Any changes in the export control regulations or U.S. government licensing policy may restrict our operations. Given the great discretion the government has in issuing or denying such authorizations to advance U.S. national security and foreign policy interests, there can be no assurance we will be successful in our future efforts to secure and maintain necessary licenses, registrations, or other U.S. government regulatory approvals.
 Although we have implemented procedures and safeguards, that are reasonably designed to maintain compliance with export controls, import laws, and economic and financial sanctions, there is no certainty that all of our employees or agents for which we may be held responsible, suppliers, manufacturers, contractors or collaborators, or those of our affiliates, will comply with all applicable export and import control and sanctions laws and regulations. Our global operations expose us to the risk of violating, or being accused of violating, economic and trade sanctions laws and regulations. Violations of these laws and regulations could result in significant penalties, including: civil fines; criminal sanctions against us, our officers, or our employees; imprisonment; the closing down of facilities, including those of our suppliers and manufacturers; disgorgement of profits; injunctions and debarment from government contracts; requirements to obtain export licenses; cessation of business activities in sanctioned countries; implementation of compliance programs; and prohibitions on the conduct of our business. Any such violations could include prohibitions on our ability to offer our products in one or more countries, as well as difficulties in manufacturing or continuing to develop our products, and could materially adversely affect our reputation, our brand, our international expansion efforts, our ability to attract and retain employees, and our business, prospects, operating results and financial condition.
 Changes to trade policy, tariffs and import/export regulations may have a material adverse effect on our business, financial condition and results of operations.
 Any new export or import restrictions, new legislation or shifting approaches in the enforcement or scope of existing regulations, or changes in global, political, regulatory and economic conditions affecting U.S. trade, manufacturing, development or investment, could result in additional restrictions on our ability to conduct business. In recent years, the U.S. has instituted or proposed changes in trade policies that include the negotiation or termination of trade agreements, the imposition of higher tariffs on imports into the U.S., including from China, where we source the majority of our inventory purchases, economic sanctions on individuals, corporations or countries, and other government regulations affecting trade between the U.S. and other countries where we conduct our business. A number of other nations have proposed or instituted similar measures directed at trade with the United States in response. As a result of these developments, there may be greater restrictions and economic disincentives on international trade that could adversely affect our business. As additional trade-related policies are instituted, we need to modify our business operations to comply and adapt to such developments, which may be time-consuming and expensive.
 Failing to comply with increasing environmental regulations, as well as the effects of potential environmental liabilities, could have a material adverse effect on our business, results of operations or financial condition.
 We, like other industry participants including our customers, are subject to various federal, state, local and international environmental laws and regulations. We may be subject to increasingly stringent environmental standards in the future, particularly as greenhouse gas ("GHG") emissions and climate change regulations and initiatives increase. Future developments, administrative actions or liabilities relating to environmental and climate change matters could have a material adverse effect on our business, results of operations or financial condition.
 The EPA has focused regulations that aim to reduce GHGs, maintaining that GHGs threaten the public health and welfare of the American people. The EPA also maintains that GHG emissions from on-road vehicles contribute to that threat. The EPA's endangerment finding covers emissions of six GHGs. The EPA's continuing efforts to limit GHG emissions could adversely affect our manufacturing operations, increase prices for energy, fuel and transportation, require us to accommodate changes in parameters, such as the way parts are manufactured, and may, in some cases, require us to redesign certain of our products. This, or other federal or state

 regulations, could lead to increased costs, which we may not be able to recover from customers, delays in product shipments and loss of market share to competitors. Regulatory changes or failure by a business to meet applicable requirements could disrupt that business or force a closure or relocation of the business.
 Additionally, environmental laws, regulations and policies could limit our customers' exploration and production activities. Although we do not directly engage in drilling or hydraulic fracturing activities, we provide products and services to operators in the oil and gas industry. There has been significant growth in opposition to oil and gas development both in the United States and globally. This opposition is focused on attempting to limit or stop hydrocarbon development in certain areas. Examples of such opposition include: (i) efforts to reduce access to public and private lands, (ii) delaying or canceling permits for drilling or pipeline construction or export facilities (iii) limiting or banning industry techniques such as hydraulic fracturing, and/or adding restrictions on the use of water and associated disposal, (iv) delaying or denying air-quality permits, and (v) advocating for increased regulations, punitive taxation, or citizen ballot initiatives or moratoriums on industry activity. Further, various state and local governments have implemented, or are considering, increased regulatory oversight of oil and gas development through additional permitting requirements, operational restrictions, including on the time, place and manner of drilling activities, disclosure requirements and temporary or permanent bans on hydraulic fracturing, exports of liquified natural gas or other facets of crude oil and natural gas exploration and development in certain areas such as environmentally sensitive watersheds. Such developments, which could increase costs for our customers, could negatively impact demand for our products and services. In addition, heightened political, regulatory and public scrutiny, including lawsuits, could expose us or our customers to increased legal and regulatory proceedings, which could be time-consuming, costly, or result in substantial legal liability or significant reputational harm.
 Our manufacturing operations, including former operations, could expose us to material environmental liabilities. Some environmental laws, regulations and policies provide for joint and several liability for remediation of spills and releases of hazardous substances. In addition, we or our customers may be subject to claims alleging personal injury or property damage because of alleged exposure to hazardous substances, as well as damage to natural resources. These laws and regulations may expose us or our customers to liability for the conduct of or conditions caused by others, or for our acts or for the acts of our customers. Additionally, companies that we acquire may have environmental liabilities that might not be accurately assessed or brought to our attention at the time of the acquisition.
 Regulations associated with climate change could adversely affect our business.
 Legislative and regulatory measures currently under consideration or being implemented by government authorities to address climate change could require reductions in our GHG or other emissions, establish a carbon tax or increase fuel or energy taxes. These legal requirements, in addition to emission reduction efforts that we may voluntarily undertake, are expected to result in increased capital expenditures and compliance costs, and could result in higher costs required to operate and maintain our facilities, procure raw materials and energy, and may require us to acquire emission credits or carbon offsets. These costs and restrictions could harm our business and results of our operations by increasing our expenses or requiring us to alter our operations and product design activities. The inconsistent international, regional and/or national requirements associated with climate change regulations also create economic and regulatory uncertainty and adversely impact the business of many of our customers, particularly those in the oil and gas industry, which in turn could adversely impact demand for our products.
 Additional Risks Relating to Ownership of Our Securities
 If we are not able to maintain a listing on a national exchange for our securities, the trading market for our securities will be adversely affected.
 Although our Common Stock is listed for trading on the Nasdaq Capital Market, due to prior proceedings with the Nasdaq Stock Market, our compliance with applicable continued listing standards is subject to a "Mandatory Panel Monitor," as that term is defined in Nasdaq Listing Rule 5815(d)(4)(B), through June 3, 2025. If we are not able to maintain a listing for our Common Stock on the Nasdaq Capital Market for any reason, an active trading market for our securities may fail to develop or not be sustained. In the absence of an active trading market for our Common Stock, you may not be able to sell your shares when desired or at or above the prices at which you acquired them. An inactive market may also impair our ability to raise capital by selling shares and may impair our ability to acquire other businesses or technologies using our shares as consideration, which, in turn, could materially and adversely affect our business.

 Due to their ownership of our stock, our directors and executive officers may be able to control or exert substantial influence over all matters submitted to our stockholders for approval, including the election of directors and amendments of our organizational documents, and an approval right over any acquisition or liquidation of our company.
 As of December 31, 2024, our directors and executive officers and related entities collectively held approximately 56.4% of our outstanding shares of Common Stock. Accordingly, they are able to control or exert substantial influence over all matters, including matters submitted to our stockholders for approval, such as the election of directors and amendments of our organizational documents, and an approval right over any acquisition or liquidation of our company. These stockholders may have interests that differ from those of the other stockholders and, subject to their fiduciary duties, may vote in a way with which the other stockholders disagree and which may be adverse to their interests. This concentrated control may have the effect of delaying, preventing or deterring a change in control of our, could deprive our stockholders of an opportunity to receive a premium for their capital stock as part of a sale of our company, and might ultimately affect the market price of shares of our Common Stock.
 We will incur significant expenses and administrative burdens as a public company, which could negatively impact our business, financial condition and results of operations.
 We face legal, accounting, administrative and other costs and expenses as a public company that we did not incur as a private company. For example, we are subject to the reporting requirements of the Exchange Act, and are required to comply with the applicable requirements of the Sarbanes-Oxley Act and the Dodd-Frank Wall Street Reform and Consumer Protection Act, as well as rules and regulations of the SEC and Nasdaq, including the establishment and maintenance of effective disclosure and financial controls, changes in corporate governance practices and required filing of annual, quarterly and current reports with respect to our business and results of operations. Any failure to develop or maintain effective controls or any difficulties encountered in their implementation or improvement could harm our results of operations or cause us to fail to meet our reporting obligations. Compliance with public company requirements increases costs and makes certain activities more time-consuming. A number of those requirements will require us to carry out activities we did not prior to the Business Combination. Furthermore, if any issues in complying with those requirements are identified (for example, if the auditors identify a material weakness or significant deficiency in the internal control over financial reporting), we could incur additional costs rectifying those issues, and the existence of those issues could adversely affect our reputation or investor perceptions of us. It may also be more expensive to obtain director and officer liability insurance.
 Under our purchase agreement with B. Riley Principal Capital II, LLC, it is not possible to predict the actual number of shares we will sell to B. Riley Principal Capital II, LLC or the actual gross proceeds resulting from those sales.
 In April 2024, we entered into a purchase agreement with B. Riley Principal Capital II, LLC ("B. Riley") (the "Purchase Agreement") pursuant to which B. Riley committed to purchase up to $25,000,000 of shares of our Common Stock (the "Purchase Shares"), subject to certain limitations and conditions set forth in the Purchase Agreement (such transaction, the "Equity Line of Credit" or "ELOC"). The shares of our Common Stock that may be issued under the Purchase Agreement may be sold by us to B. Riley at our discretion from time to time for a period of up to 36 months, unless the Purchase Agreement is earlier terminated, beginning on the date of the initial satisfaction of each of the conditions to B. Riley's purchase obligation set forth in the Purchase Agreement. The securities purchase agreement we entered in June 2024 with 325 Capital LLC restricted us from selling and issuing any Purchase Shares until December 24, 2024.
 Subject to our contractual agreements not to use the Purchase Agreement, we generally have the right to control the timing and amount of any sales of our shares of Common Stock to B. Riley under the Purchase Agreement. Sales of our Common Stock, if any, to B. Riley under the Purchase Agreement will depend upon market conditions and other factors to be determined by us. We may ultimately decide to sell to B. Riley all, some or none of the shares of our Common Stock that may be available for us to sell to B. Riley pursuant to the Purchase Agreement.
 Because the per share purchase price that B. Riley will pay for Purchase Shares in any purchase not exceeding certain limitations as set forth in the Purchase Agreement for which the applicable period begins at the official open of Nasdaq regular trading session on the applicable trading date therefor (each hereinafter referred to as a "Market Open Purchase") or a purchase on any trading day that would qualify as a trading day on which the Company may elect to effect a Market Open Purchase, whether or not a Market Open Purchase is effected on such trading day, a specified number of shares of Common Stock, not to exceed certain limitations set forth in the Purchase Agreement similar to those applicable to a Market Open Purchase (each, an "Intraday Purchase") that we may elect to effect pursuant to the Purchase Agreement will be determined by reference to the volume weighted average price of the Common Stock during the applicable Market Open Purchase Valuation Period or Intraday Purchase Valuation Period, respectively, on the applicable trading day for such Market Open Purchase or Intraday Purchase, it is not possible for us to predict the number of shares of Common

 Stock that we will sell to B. Riley under the Purchase Agreement, the purchase price per share that B. Riley will pay for shares purchased from us under the Purchase Agreement, or the aggregate gross proceeds that we will receive from those purchases by B. Riley under the Purchase Agreement.
 The price and trading volume of our securities may fluctuate dramatically.
 The price and trading volume of our securities may fluctuate due to a variety of factors, including:

 changes in the industries in which we and our customers operate;

 developments involving our competitors;

 changes in laws and regulations affecting our business;

 variations in our operating performance and the performance of our competitors in general;

 actual or anticipated fluctuations in our quarterly or annual operating results;

 publication of research reports by securities analysts about us or our competitors or our industry;

 the public's reaction to our press releases, our other public announcements and our filings with the SEC;

 actions by stockholders, including the sale by significant stockholders of any of their shares of our Common Stock;

 additions and departures of key personnel;

 commencement of, or involvement in, litigation involving our company;

 changes in our capital structure;

 the volume of shares of our Common Stock available for public sale; and

 general economic and political conditions, such as recessions, interest rates, local and national elections, fuel prices, international currency fluctuations, corruption, political instability and acts of war or terrorism.

 Since the Business Combination, the trading price of our securities and the trading volume of our securities has fluctuated dramatically, and may continue to do so, including for the reasons described above or reasons unrelated to our business or industry, such as retail investor interest driven by activity on social media or in online forums.
 We may redeem any unexpired SPAC Warrants prior to their exercise at a time that is disadvantageous to you, thereby making your warrants worthless.
 We have the ability to redeem outstanding Public Warrants (defined below) together with the Private Placement Warrants (defined below) (collectively, the "SPAC Warrants"). SPAC Warrants at any time after they become exercisable and prior to their expiration at a price of $0.01 per warrant, provided that the last reported sales price of our shares equals or exceeds $18.00 per share (as adjusted for stock splits, stock dividends, reorganizations, recapitalizations and other similar transactions) for any 20 trading days within a 30 trading-day period ending on the third trading day prior to the date on which we give proper notice of such redemption and provided certain other conditions are met. If and when the Public Warrants become redeemable by the Company, the Company may not exercise such redemption right if the issuance of the shares of Common Stock upon exercise of the Public Warrants is not exempt from registration or qualification under applicable state blue sky laws or the Company is unable to effect such registgration or qualification. We will use our best efforts to register or qualify such shares of Common Stock under the blue sky laws of the state of residence in those states in which the warrants were offered by us. Redemption of the outstanding SPAC Warrants could force you (i) to exercise your SPAC Warrants and pay the exercise price therefor at a time when it may be disadvantageous for you to do so, (ii) to sell your SPAC Warrants at the then-current market price when you might otherwise wish to hold your SPAC Warrants or (iii) to accept the nominal redemption price which, at the time the outstanding SPAC Warrants are called for redemption, is likely to be substantially less than the market value of your SPAC Warrants.
 Notice of any redemption will be mailed by first class mail, postage prepaid, by us not less than 30 days prior to the redemption date to the registered holders of the SPAC Warrants to be redeemed at their last addresses as they appear on the registration books. Any notice mailed in such manner will be conclusively presumed to have been duly given whether or not the registered holder received such notice. In addition, beneficial owners of the SPAC Warrants will be notified of such redemption by our posting of the redemption notice to DTC.

 A substantial number of warrants are exercisable for our Common Stock, which will increase the number of shares eligible for future resale in the public market and result in dilution to our stockholders.
 SPAC Warrants to purchase an aggregate of 9,131,250 shares of our Common Stock are exercisable as of December 31, 2024 in accordance with the terms of the Warrant Agreement governing those securities. Additionally, in connection with the Business Combination, we issued and sold $6,805,000 in convertible promissory notes (the "Financing Notes"), and warrants (the "Financing Warrants") to purchase 340,250 shares of Common Stock at an exercise price of $11.50 per share (the "Financing Warrant Shares") pursuant to the Subscription Agreement, dated December 1, 2023, by and between Legacy SMAP and the investors thereto (the "Financing"), which Financing Warrants are exercisable for the five-year period following the consummation of the Business Combination. The exercise price of both the SPAC Warrants and the Financing Warrants is $11.50 per share. To the extent such warrants are exercised, additional shares of our Common Stock will be issued, which will result in dilution to the holders of our Common Stock and increase the number of shares eligible for resale in the public market. Sales of substantial numbers of such shares in the public market or the fact that such warrants may be exercised could adversely affect the market price of our Common Stock. However, there is no guarantee that the warrants will ever be in the money prior to their expiration, and as such, the warrants may expire worthless.
 The SPAC Warrants may never be in the money and they may expire worthless, and the terms of the Public Warrants may be amended in a manner adverse to a holder if holders of at least 50% of the then-outstanding Public Warrants approve of such amendment.
 The Company issued warrants to purchase 8,625,000 shares of Common Stock at an exercise price of $11.50 per share (the "Public Warrants") in registered form pursuant to the Warrant Agreement dated October 18, 2021, between Continental Stock Transfer & Trust Company, as warrant agent, and Legacy SMAP. The Warrant Agreement provides that the terms of the Public Warrants and Private Placement Warrants ("Private Placement Warrants") may be amended without the consent of any holder to cure any ambiguity or correct any defective provision or mistakes, but requires the approval of the holders of 50% of the then-outstanding Public Warrants to make any change that adversely affects the interests of the registered holders of Public Warrants or Private Placement Warrants. Accordingly, we may amend the terms of the Public Warrants and Private Placement Warrants in a manner adverse to a holder if holders of at least 50% of the then-outstanding Public Warrants approve of such amendment.
 We may receive up to an aggregate of approximately $108.9 million from the cash exercise of our warrants outstanding as of December 31, 2024. The exercise price of both our SPAC Warrants and our Financing Warrants is $11.50 per warrant. However, the likelihood that holders of warrants will exercise their warrants, and therefore any amount of cash proceeds that we may receive, is dependent upon the trading price of our Common Stock. If the trading price for our Common Stock is less than $11.50 per share, we do not expect holders to exercise their warrants. We expect to use the net proceeds from the exercise of such securities, if any, for general corporate purposes, which may include acquisitions or other strategic investments. We will have broad discretion over the use of any proceeds from the exercise of such securities. Any proceeds from the exercise of such securities would increase our liquidity, but we are not currently budgeting for any cash proceeds from the exercise of Warrants when planning for our operational funding needs.
 Because there are no current plans to pay cash dividends on our Common Stock for the foreseeable future, you may not receive any return on investment unless you sell our Common Stock for a price greater than that which you paid for it.
 We may retain future earnings, if any, for future operations, expansion and debt repayment and have no current plans to pay any cash dividends for the foreseeable future. Any decision to declare and pay dividends as a public company in the future will be made at the discretion of our board of directors and will depend on, among other things, our results of operations, financial condition, cash requirements, contractual restrictions and other factors that our board of directors may deem relevant. In addition, our ability to pay dividends may be limited by covenants of any existing and future outstanding indebtedness we or our subsidiaries incur. As a result, you may not receive any return on an investment in our Common Stock unless you sell your shares of Common Stock for a price greater than that which you paid for it.
 The future exercise of registration rights may adversely affect the market price of our Common Stock.
 Pursuant to certain registration rights agreements, we are required to file and maintain effective registration statements under the Securities Act covering the resale of our securities by certain holders, including our executive officers and certain members of our board of directors, and in some cases facilitate underwritten offerings of those securities by those holders. The registration and availability of such a significant number of securities for trading in the public market may have an adverse effect on the market price of our Common Stock.

 We may issue additional shares of Common Stock or other equity securities without your approval, which would dilute your ownership interests and may depress the market price of our Common Stock.
 We may issue additional shares of our Common Stock or other equity securities of equal or senior rank in the future in connection with, among other things, grants under our equity incentive plan, upon the exchange or conversion of outstanding warrants, future acquisitions, repayment of outstanding indebtedness, or under our equity line of credit facility, without additional stockholder approval, in a number of circumstances.
 The issuance of additional shares or other equity securities of equal or senior rank would have the following effects:

 existing stockholders' proportionate ownership interest in us will decrease;

 the amount of cash available per share, including for payment of dividends in the future, may decrease;

 the relative voting strength of each previously outstanding share of our Common Stock may be diminished; and

 the market price of our Common Stock may decline.

 Anti-takeover provisions in our certificate of incorporation and under Delaware law could make an acquisition of our company, which may be beneficial to our stockholders, more difficult and may prevent attempts by its stockholders to replace or remove our current management.
 Our certificate of incorporation contains provisions that may delay or prevent an acquisition of our company or a change in our management. These provisions may make it more difficult for stockholders to replace or remove members of our board of directors. Because the board of directors (the "Board") is responsible for appointing the members of the management team, these provisions could in turn frustrate or prevent any attempt by our stockholders to replace or remove our current management. In addition, these provisions could limit the price that investors might be willing to pay in the future for shares of our Common Stock. Among other things, these provisions include the limitation of the liability of, and the indemnification of, our directors and officers and the ability of the Board to issue preferred stock without stockholder approval, which could be used to institute a "poison pill" that would work to dilute the stock ownership of a potential hostile acquirer, effectively preventing acquisitions that have not been approved by the Board.
 Moreover, because we are incorporated in Delaware, we are governed by the provisions of Section 203 of the General Corporation Law of the State of Delaware (the "DGCL"), which prohibits a person who owns 15% or more of our outstanding voting stock from merging or combining with us for a period of three years after the date of the transaction in which the person acquired 15% or more of our outstanding voting stock, unless such merger or combination is approved in a prescribed manner. This could discourage, delay or prevent a third party from acquiring or merging with us, whether or not it is desired by, or beneficial to, our stockholders. This could also have the effect of discouraging others from making tender offers for our Common Stock, including transactions that may be in our stockholders' best interests. Finally, these provisions establish advance notice requirements for nominations for election to the Board or for proposing matters that can be acted upon at stockholder meetings. These provisions would apply even if the offer may be considered beneficial by some stockholders.
 Our certificate of incorporation provides that the Court of Chancery of the State of Delaware and the federal district courts of the United States of America will be the exclusive forums for substantially all disputes between us and our stockholders, which could limit our stockholders' ability to obtain a favorable judicial forum for disputes with us or our directors, officers or employees.
 Our certificate of incorporation provides that the Court of Chancery of the State of Delaware will be the exclusive forum for the following types of actions or proceedings under Delaware statutory or common law:

 any derivative action or proceeding brought on our behalf;

 any action asserting a breach of fiduciary duty;

 any action asserting a claim against us arising under the DGCL, our certificate of incorporation or our bylaws; and

 any action asserting a claim against us that is governed by the internal-affairs doctrine or otherwise related to our internal affairs.

 To prevent having to litigate claims in multiple jurisdictions and the threat of inconsistent or contrary rulings by different courts, among other considerations, our certificate of incorporation further provides that the federal district courts of the United States of America will be the exclusive forum for resolving any complaint asserting a cause of action arising under the Securities Act. This provision would not apply to suits brought to enforce a duty or liability created by the Exchange Act. Furthermore, Section 22 of the Securities Act creates concurrent jurisdiction for federal and state courts over all such Securities Act actions. Accordingly, both state

 and federal courts have jurisdiction to entertain such claims. While the Delaware courts have determined that such choice of forum provisions are facially valid, a stockholder may nevertheless seek to bring a claim in a venue other than those designated in the exclusive forum provisions. In such instance, we would expect to vigorously assert the validity and enforceability of the exclusive forum provisions of our certificate of incorporation. This may require significant additional costs associated with resolving such action in other jurisdictions and there can be no assurance that the provisions will be enforced by a court in those other jurisdictions.
 These exclusive forum provisions may limit a stockholder's ability to bring a claim in a judicial forum that it finds favorable for disputes with us or our directors, officers or other employees, which may discourage lawsuits against us and our directors, officers and other employees. If a court were to find either exclusive forum provision in our certificate of incorporation to be inapplicable or unenforceable in an action, we may incur further significant additional costs associated with resolving the dispute in other jurisdictions, all of which could harm our business.
 We may be subject to securities litigation, which is expensive and could divert management attention.
 The market price of our securities has been and may continue to be volatile and, in the past, companies that have experienced volatility in the market price of their securities have been subject to securities class action litigation. We may be the target of this type of litigation in the future. Securities litigation against us could result in substantial costs and divert management's attention from other business concerns, which could seriously harm our business.
 General Risk Factors
 We rely on the experience and expertise of our senior management team, other key officers, our engineers, and other highly skilled personnel. Our future success depends, in part, on recruiting and retaining such key personnel and, if we fail to do so, it may be more difficult for us to execute our business strategy.
 Our success depends in large part upon the continued service of key members of our senior management team, other key officers, our engineers and other highly skilled personnel. Continued service of these key personnel is critical to our overall management, as well as the continued development of our thermal infrared technology, our culture and our strategic direction. Furthermore, our success depends on our ability to attract, retain and motivate highly qualified management, technical, manufacturing, engineering and sales personnel. In particular, our success may depend on our ability to recruit and retain management personnel who are qualified to manage a public company. All of our employees are at-will employees. In addition, our ability to successfully execute on our strategic plan depends in part on our ability to continue to build our organization and hire qualified personnel, especially with engineering, sales, technical and manufacturing expertise. We may not be able to attract and retain qualified personnel on acceptable terms given the competition for such personnel. If we are unsuccessful in our recruitment efforts, it may adversely affect our business and our growth prospects.
 Climate change, and investor sentiment towards climate change and sustainability, may have a long-term impact on our business.
 Climate change may have an increasingly adverse impact on our business and those of our customers, partners and suppliers. While we seek to mitigate the risks and impacts associated with climate change on our operations, there are inherent climate-related risks globally. Some of our manufacturing facilities are located in regions that may be impacted by severe weather events, like hurricanes or unexpected cold snaps, the frequency and severity of which may increase as a result of climate change. These events could result in potential damage to our physical assets as well as disruptions in manufacturing activities. Moreover, some of our manufacturing facilities are in areas that could experience decreased access to water and reliable energy due to climate issues. Severe weather events may impair the ability of our employees to work effectively. Climate change, including the increasing frequency and intensity of extreme weather events, its impact on our supply chain and critical infrastructure worldwide and its potential to increase political instability in regions where we, our customers, partners and suppliers do business, may disrupt our business and may cause us to experience higher employee attrition and higher costs to maintain or resume operations. The effects of climate change also may impact our decisions to construct new facilities or maintain existing facilities in the areas most prone to physical risks, which could similarly increase its operating and material costs. We could also face indirect climate-related transition risks as financial risks pass through the supply chain that could result in higher prices for our products and the resources needed to produce them.
 We sell products to customers directly engaged in oil and gas exploration and production. Changes to regulations, social practices and preferences, energy generation and transportation technologies that may occur or be implemented to mitigate climate change could result in reduced demand for hydrocarbon products, which could result in a reduction in sales to these customers.

 In addition, increased investor focus and activism related to climate change and sustainability may hinder our access to capital, as investors may reconsider their capital investment as a result of their assessment of our sustainability practices. We may face increasing pressure regarding our sustainability disclosures and practices. Organizations that voluntarily provide information to investors on corporate governance and related matters have developed ratings processes for evaluating companies on their approach to environmental, social, and governance ("ESG") matters. Such ratings are used by some investors to inform their investment and voting decisions. Unfavorable ESG ratings and recent activism directed at shifting funding away from companies within or related to the fossil fuel industry could lead to increased negative investor sentiment toward us or our customers and could result in a diversion away of investments to other industries, which could have a negative impact on our access to and costs of capital. If we are unable to meet the sustainability standards set by these investors, or if we are unable to meet any GHG reduction targets we communicate to the public, we may lose investors, the price of our securities may be negatively impacted and our reputation may be negatively affected.
 We are currently operating in a period of economic uncertainty and capital markets disruption, which has been significantly impacted by geopolitical instability due to the ongoing Israel-Hamas and Russia-Ukraine military conflicts. Our business, financial condition and results of operations could be materially adversely affected by any negative impact on the global economy and capital markets resulting from such conflicts or any other geopolitical tensions.
 U.S. and global markets are experiencing volatility and disruption following the escalation of geopolitical tensions and military conflicts between Israel and Hamas and Russia and Ukraine. Although the length and impact of the ongoing military conflicts is highly unpredictable, such conflicts could lead to further market disruptions, including significant volatility in commodity prices, credit and capital markets, as well as supply chain interruptions. We are continuing to monitor the conflicts and assessing their potential impact on our business.
 Additionally, the military conflict in Ukraine has led to sanctions and other penalties being levied by the United States, European Union and other countries against Russia. Additional potential sanctions and penalties have also been proposed and/or threatened. Russian military actions and the resulting sanctions could adversely affect the global economy and financial markets and lead to instability and lack of liquidity in capital markets, potentially making it more difficult for us to obtain additional funds.
 It is impossible to predict the extent to which our operations, or those of our suppliers and manufacturers, will be impacted in the short or long term, or the ways in which the conflict may impact our business. The extent and duration of the military action, sanctions and resulting market disruptions are impossible to predict, but could be substantial. Any such disruptions may also magnify the impact of other risks described herein.
 Our business is subject to the risks of earthquakes, fire, floods and other natural catastrophic events, global pandemics, and interruptions by man-made problems, such as terrorism. Material disruptions of our business or information systems resulting from these events could adversely affect our operating results.
 A significant natural disaster, such as an earthquake, fire, flood, hurricane (which may be exacerbated by climate change) or significant power outage or other similar events, such as infectious disease outbreaks or pandemic events, could have an adverse effect on our business and operating results. For example, in October 2022, our production facility in Beaumont, Texas was impacted by a flood that damaged certain of our inventory. In addition, natural disasters, acts of terrorism or war could cause disruptions in our manufacturing operations, our or our customers' or channel partners' businesses, our suppliers or the economy as a whole. We also rely on information technology systems to communicate among our workforce and with third parties. Any disruption to our communications, whether caused by a natural disaster or by man-made problems, such as power disruptions, could adversely affect our business. We do not have a formal disaster recovery plan or policy in place and do not currently require that our suppliers' partners have such plans or policies in place. To the extent that any such disruptions result in delays or cancellations of orders or impede our suppliers' ability to timely deliver product components, or the deployment of our products, our business, operating results and financial condition would be adversely affected.

 Adverse conditions in our target markets or the global economy more generally could have adverse effects on our results of operations.
 While we make our strategic planning decisions based on the assumption that the markets we are targeting will grow, our business is dependent, in large part on, and directly affected by, business cycles and other factors affecting the industries we serve. Our target markets are highly cyclical and depend on general economic conditions and other factors, including consumer spending and preferences, changes in interest rates and credit availability, consumer confidence, inflation, environmental impact, governmental incentives and regulatory requirements, political volatility, labor relations issues, trade agreements and other factors.
 We have been and may in the future become involved in legal and regulatory proceedings and commercial or contractual disputes, which could have a material adverse effect on our profitability and consolidated financial position.
 We have been and may in the future be, from time to time, involved in litigation, regulatory proceedings and commercial or contractual disputes and these matters may be significant. These matters may include, without limitation, disputes with our distributors, suppliers and customers, intellectual property claims, government investigations, class action lawsuits, personal injury claims, environmental issues, customs and value-added tax disputes and employment and tax issues. In addition, we have in the past and could face in the future a variety of labor and employment claims against us, which could include but is not limited to general discrimination, wage and hour, privacy, ERISA or disability claims. In such matters, government agencies or private parties may seek to recover from us large, indeterminate amounts in penalties or monetary damages (including, in some cases, treble or punitive damages) or seek to limit our operations in some way. These types of lawsuits could require significant management time and attention or could involve substantial legal liability, adverse regulatory outcomes, or substantial expenses to defend. Often these cases raise complex factual and legal issues and create risks and uncertainties.
 We could be forced to expend significant resources in the defense of these lawsuits or future ones, and we may not prevail. No assurances can be given that any proceedings and claims will not have a material adverse impact on our operating results and consolidated financial position or that our available insurance will mitigate this impact.
 If securities or industry analysts either do not publish research about us or publish inaccurate or unfavorable research about us, our business or our market, or if they change their recommendations regarding our Common Stock adversely, the trading price or trading volume of our Common Stock could decline.
 The trading market for our Common Stock will be influenced in part by the research and reports that securities or industry analysts may publish about us, our business, our market or our competitors. If one or more analysts initiate research with an unfavorable rating or downgrade our Common Stock, provide a more favorable recommendation about our competitors or publish inaccurate or unfavorable research about our business, our Common Stock price would likely decline. If any analyst who may cover us were to cease coverage of us or fail to regularly publish reports on us, we could lose visibility in the financial markets, which in turn could cause the trading price or trading volume of our Common Stock to decline.

 Item 1B. Unresolved Staff Comments.
 None.

 Item 1C. Cybersecurity.

 Cybersecurity Risk Management and Strategy

 We have developed and implemented a cybersecurity risk management program intended to protect the confidentiality, integrity, and availability of our critical systems and information. Our cybersecurity risk management program includes a cybersecurity incident response plan.
 We design and assess our program based on the National Institute of Standards and Technology Cybersecurity Framework (the "NIST CSF"). This does not imply that we meet any particular technical standards, specifications, or requirements, only that we use the NIST CSF as a guide to help us identify, assess, and manage cybersecurity risks relevant to our business.

 Our cybersecurity risk management program is integrated into our overall enterprise risk management program, and shares common methodologies, reporting channels and governance processes that apply across the enterprise risk management program to other legal, compliance, strategic, operational, and financial risk areas.

 Our cybersecurity risk management program includes:

 risk assessments designed to help identify material cybersecurity risks to our critical systems, information, products, services, and our broader enterprise IT environment;

 the use of external service providers, where appropriate, to assess, test or otherwise assist with aspects of our security controls;

 cybersecurity awareness training of our employees, incident response personnel, and senior management; and

 a cybersecurity incident response plan that includes procedures for responding to cybersecurity incidents.

 We have not identified risks from known cybersecurity threats, including as a result of any prior cybersecurity incidents, that have materially affected or are reasonably likely to materially affect us, including our operations, business strategy, results of operations, or financial condition. See " Risk Factors – We are subject to cybersecurity risks to operational systems, security systems, infrastructure, firmware in our thermal infrared technology and customer data processed by us or third-party vendors or suppliers and any material failure, weakness, interruption, cyber event, incident or breach of security could prevent us from effectively operating our business."

 Cybersecurity Governance

 Our Board considers cybersecurity risk as part of its risk oversight function and has delegated to the Audit Committee (the "Committee") oversight of cybersecurity and other information technology risks. The Committee oversees management's implementation of our cybersecurity risk management program.

 The Committee receives periodic reports from management on our cybersecurity risks. In addition, management updates the Committee, as necessary, regarding any material cybersecurity incidents, as well as any incidents with lesser impact potential.

 The Committee reports to the full Board regarding its activities, including those related to cybersecurity. The full Board also receives briefings from management on our cyber risk management program.

 Our management team is responsible for assessing and managing our material risks from cybersecurity threats. The team has primary responsibility for our overall cybersecurity risk management program and supervises both our internal cybersecurity personnel and our retained external cybersecurity consultants.

 Our management team supervises efforts to prevent, detect, mitigate, and remediate cybersecurity risks and incidents through various means, which may include briefings from internal security personnel; threat intelligence and other information obtained from governmental, public or private sources, including external consultants engaged by us; and alerts and reports produced by security tools deployed in the IT environment.

 Item 2. Properties.
 Our corporate headquarters is located in Beaumont, Texas where we lease approximately 6,380 square feet of office space and 7,320 square feet of warehouse space. Our office space is leased pursuant to two one-year leases which both expire on December 31, 2025. Our warehouse space is leased pursuant to a one-year which expires July 31, 2025. We expect to be able to extend these leases prior to their expiration on commercially reasonable terms. Our office space contains engineering, manufacturing, research and development and administrative functions of the Company. Our warehouse space houses our inventory, stock items and quality control operations. We believe that our office and warehouse space is adequate for our current needs and, should we need additional space, we believe we will be able to obtain additional space on commercially reasonable terms.
 Item 3. Legal Proceedings.
 From time to time, we may become involved in actions, claims, suits and other legal proceedings arising in the ordinary course of our business, including assertions by third parties relating to intellectual property infringement, breaches of contract or warranties or employment-related matters. We are not currently a party to any actions, claims, suits or other legal proceedings the outcome of which,

 if determined adversely to us, would individually or in the aggregate have a material adverse effect on our business, financial condition, and results of operations.
 Item 4. Mine Safety Disclosures.
 Not Applicable.

 Item 5. Market For Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.
 Market Information
 On December 20, 2023, our Common Stock and SPAC Warrants began trading on the Nasdaq Global Market under the symbols "MSAI" and "MSAIW," respectively. Prior to that time, there was no public market for our securities.
 Holders
 As of March 10, 2025, there were approximately 80 holders of record of our Common Stock.
 Dividends
 We have never declared or paid cash dividends on our capital stock. We currently intend to retain all available funds and any future earnings to fund the development and growth of our business, and therefore we do not anticipate declaring or paying any cash dividends on our Common Stock in the foreseeable future. Any decision to declare and pay dividends as a public company in the future will be made at the discretion of our board of directors and will depend on, among other things, our results of operations, financial condition, cash requirements, contractual restrictions and other factors that our board of directors may deem relevant. In addition, our ability to pay dividends may be limited by covenants of any existing and future outstanding indebtedness we or our subsidiaries incur.
 Recent Sales of Unregistered Securities
 There was no unregistered sale of our equity securities during the year ended December 31, 2024 that were not otherwise disclosed in a Current Report on Form 8-K.
 Purchases of equity securities by the issuer and affiliated purchasers
 None.

 Item 6. [Reserved].

 Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations.
 Unless the context otherwise requires, all references in this subsection to the "Company," "we," "us" or "our" refer to Legacy ICI prior to the consummation of the Business Combination and the business of MSAI after the consummation of the Business Combination.
 The following discussion and analysis of our financial condition and results of operations provides information that our management believes is relevant to an assessment and understanding of our consolidated results of operations and financial condition. This discussion should be read in conjunction with our audited consolidated financial statements as of and for the years ended December 31, 2024, and 2023, together with the related notes thereto, included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements based upon current plans, expectations and beliefs involving risks and uncertainties. Our actual results may differ materially from those anticipated in these forward-looking statements as a result of various factors, including those set forth under "Risk Factors" and in other parts of this Annual Report on Form 10-K.
 Overview
 The Company and its wholly owned subsidiaries provide turn-key predictive maintenance and process control solutions, which combine cutting edge imaging and sensing technologies with AI-powered enterprise software. Our software leverages a continuous stream of data from thermal imaging, visible imaging, acoustic imaging, vibration sensing, and laser sensing devices to provide comprehensive, real-time condition monitoring for a customer's critical assets, processes, and manufactured outputs. Our cloud and edge solutions are deployed by organizations to protect critical assets across a wide range of industries including distribution and logistics; manufacturing and oil and gas. In tandem with these solutions, we provide various services for our customers including training, calibration, and repair.
 Merger
 On December 19, 2023, SportsMap Tech Acquisition Corp. ("Legacy SMAP"), through its Merger Sub, and Infrared Cameras Holdings Inc ("Legacy ICI") consummated the closing of the transactions contemplated by the Business Combination Agreement initially entered on December 5, 2022, by and among Legacy SMAP, Legacy ICI, and Merger Sub (the "Business Combination"). Pursuant to the terms of the Business Combination Agreement, a merger of Legacy SMAP and Legacy ICI was effected by the merger of Merger Sub with and into Legacy ICI, with Legacy ICI surviving the Business Combination as a wholly-owned subsidiary of Legacy SMAP. As a result of the consummation of the Business Combination, Legacy SMAP changed its name from "SportsMap Tech Acquisition Corp." to "Infrared Cameras Holdings, Inc." ("ICI"). In February 2024, ICI changed its name to "MultiSensor AI Holdings, Inc." ("MSAI").
 The Business Combination was accounted for as a reverse acquisition. Under this method of accounting, Legacy SMAP is treated as the "acquired" company for accounting purposes. The net assets of Legacy SMAP were stated at historical cost, with no goodwill or other intangible assets recorded. Operations prior to the Business Combination were those of Legacy ICI. Under this method of accounting, Legacy ICI has been determined to be the accounting acquirer, as it held the majority composition of the executive management and was greater in overall asset, revenue and employee size following the Business Combination.
 Revenue Sources
 Our revenues are derived from multiple sources. The following are descriptions of principal revenue generating activities:
 — Hardware
 The Company sells a dynamic range of advanced infrared cameras, optical gas imaging cameras and acoustic imagers, designed and manufactured by us or through various partnerships with other manufacturers. The Company's infrared cameras are available in multiple configurations, from lower resolution models suitable for basic equipment monitoring to high-resolution cameras that provide detailed thermal images crucial for detecting subtle anomalies in complex machinery. Each camera model also offers different field of view options, enabling precise targeting and comprehensive coverage, essential for effective predictive maintenance. This flexibility allows users to choose the optimal hardware setup based on their specific requirements, whether they are monitoring large production floors or focusing on high-detail components. Our acoustic imagers detect and visualize sound patterns, making them highly effective for identifying issues such as gas leaks, electrical discharge, and mechanical anomalies in industrial equipment. Revenue is recognized when control of the hardware is transferred to the customer.

 — Software
 MSAI Connect is an innovative, cloud-based, AI-powered software, that enables predictive asset reliability and process control in industrial environments. This technology harnesses the power of continuous data inputs from advanced thermal imaging, acoustic imaging, visible imaging, and vibration sensing hardware solutions, which are strategically placed in customer's facilities to continuously monitor the health and performance of a customer's critical equipment and processes. MSAI Connect can process and analyze vast amounts of data in real-time, providing actionable insights and predictive analytics. This enables businesses to proactively identify potential issues, prevent costly downtime, and optimize their operations for maximum efficiency and reliability. MSAI Connect is a subscription service and is generally contracted for a period of 12 months. Annual subscription payments are generally collected in advance and revenue is recognized ratably over the subscription period.
 MSAI Edge is an "on premises" software. Seamlessly integrating with existing operational systems, MSAI Edge utilizes advanced thermal imaging, acoustic imaging, visible imaging, and vibration sensing hardware solutions strategically deployed throughout facilities. This setup enables continuous monitoring of critical equipment and processes, delivering real-time insights into their health and performance, and is readily integrated into existing operational and business intelligence systems. MSAI Edge is sold as both a term-based software license which generally provides access to the software for a period of 12 months and as a perpetual license. Revenue for the software licenses are recognized upfront upon delivery of the software license.
 —Services
 The Company performs condition-based monitoring and preventive maintenance inspection services. Our mission is to help our clients transform how they approach asset management, creating safer, more efficient, and more profitable operations across a variety of industries. Inspections can include the use of thermography, optical gas imaging, and acoustic imaging to recognize future equipment failures or inefficiencies, detect spills or leaks, or identify electrical anomalies. The Company also performs calibrations and maintenance on hardware for our customers along with training services. Services derived from inspections, calibrations, maintenance and training are recognized at a point in time when service is provided to the client.
 Recent Developments
 On January 7, 2025, we sold 1,581,213 shares of Common Stock under the ELOC. As a result of such sales, we received net proceeds of approximately $4.3 million.

 Results of Operations
 Year ended December 31, 2024 compared to Year ended December 31, 2023
 The following table presents summary results of operations for the periods indicated, in thousands:

 Year ended December 31,

 Amount

 2024

 2023

 Change

 % Change

 Revenue, net

 $

 7,402

 $

 5,430

 $

 1,972

 %

 Cost of goods sold (exclusive of depreciation)

 2,582

 2,297

 %

 Inventory Impairment

 2,272

 1,689

 %

 Operating expenses:

 Selling, general and administrative

 15,655

 8,044

 7,611

 %

 Share-based compensation expense

 3,382

 (10,679)

 (76)

 %

 Depreciation

 1,140

 %

 Loss (gain) on asset disposal

 (56)

 (675)

 %

 Other loss

 —

 NM

 Total operating expenses

 21,429

 22,921

 (1,492)

 (7)

 %

 Operating loss

 (18,881)

 (21,477)

 2,596

 (12)

 %

 Interest expense

 (31)

 (33)

 %

 Change in fair value of convertible notes

 (970)

 1,445

 (149)

 %

 Tariff refund

 —

 (2,401)

 2,401

 (100)

 %

 Change in fair value of warrants liabilities

 (39)

 (195)

 (80)

 %

 Loss on financing transaction

 1,553

 4,043

 (2,490)

 (62)

 %

 Other (income) expenses, net

 1,027

 1,015

 8,458

 %

 Loss before income taxes

 (21,960)

 (22,060)

 (0)

 %

 (465)

 (673)

 (324)

 %

 $

 (21,495)

 $

 (22,268)

 $

 (3)

 %

 Revenue: Revenue for the year ended December 31, 2024 was $7.4 million, compared to $5.4 million for the year ended December 31, 2023. The increase in revenue was primarily due to an increase in units sold, which was partially offset by $2.9 million in sales returns for the twelve months ended December 31, 2024. The sales returns are related to a transaction with a long-standing customer who also is a launch customer for MSAI Connect. Under the terms of this transaction, certain biorisk-related devices sold to this customer in prior years were exchanged for devices appropriate for industrial use, when combined with the MSAI Edge and MSAI Connect software. The customer paid cash as well as credit for the returned devices. There were no sales returns for the twelve months ended December 31, 2023.
 Cost of Goods Sold: Cost of goods sold for the year ended December 31, 2024 was $2.6 million, compared to $2.3 million for the year ended December 31, 2023. The increase in cost of goods sold was attributable to increased sales as well as a change in product mix.
 Inventory Impairment: Inventory impairment for the year ended December 31, 2024 was $2.3 million, compared to $1.7 million for the year ended December 31, 2023. The increase in inventory impairment was primarily related to thermal cameras specifically designed for medical applications that have been unable to be converted to alternative applications for which there is customer demand.
 Selling, General and Administrative Expense: SG&A expense for the year ended December 31, 2024 was $15.7 million, compared to $8.0 million for the year ended December 31, 2023. The increase in SG&A expense was attributable to an increase in professional and legal expenses associated with the cost of compliance as a public company.
 Share-Based Compensation Expense: Share-based compensation expense for the year ended December 31, 2024 was $3.4 million, compared to $14.1 million for the year ended December 31, 2023. The decrease in share-based compensation expense was primarily attributable to a reduced level of equity grants compared to the year ended December 31, 2023 in which the certain restricted stock units related to the Business Combination were issued, and the issuance of such grants at lower prices in the year ended December 31, 2024.

 Depreciation Expense: Depreciation expense for the year ended December 31, 2024 was $1.1 million, compared to $0.9 million for the year ended December 31, 2023. The increase in depreciation expense was primarily due to increases in property, plant, and equipment, primarily software associated with our development of MSAI Connect.
 Loss (gain) on asset disposal: Loss on asset disposal for the year ended December 31, 2024 was $0.3 million, compared to a gain of $0.06 million for the year ended December 31, 2023. The increase in loss on asset disposal, was primarily the result of the Company disposing of certain aged or inoperable assets, primarily in the machinery and equipment category, resulting in a loss on disposal of $0.3 million during the year ended December 31, 2024.
 Other loss: Other loss for the year ended December 31, 2024 was $0.9 million due to the write-down of a deposit of $0.9 million.
 Interest Expense: Interest expense for the year ended December 31, 2024 was $0.06 million, compared to $0.09 million for the year ended December 31, 2023. The decrease in interest expense was due to the settlement of debt during 2024.
 Change in fair value of convertible notes: Change in fair value of convertible notes for the year ended December 31, 2024 was $0.5 million, compared to $(1.0) million for the year ended December 31, 2023. The increase in change in fair value of convertible notes was the result of notes being remeasured prior to being converted in 2023 and 2024.
 Change in fair value of warrants liabilities: Change in fair value of warrants liabilities for the year ended December 31, 2024 was $(0.04) million, compared to $(0.2) million for the year ended December 31, 2023. The increase in change in fair value of warrants liabilities was primarily due to the decrease in the share price during the period.
 Loss on financing transaction: Loss on financing transaction for the year ended December 31, 2024 was $1.6 million, compared to $4.0 million for the year ended December 31, 2023. The decrease in loss on financing transaction was primarily due to the loss being incurred due to two separate transactions in each year.
 Other (Income) Expenses, net: Other (income) expenses, net for the year ended December 31, 2024 was $1.0 million, compared to $0.01 million for the year ended December 31, 2023. Other (income) expense, net increased primarily due to costs associated with our ELOC during the twelve-month period ended December 31, 2024.
 Income tax expense (benefit): Income tax benefit increase due to a $0.5 million tax benefit primarily driven by a tax refund due to the Company from the filing of the Legacy SMAP short period 2023 federal income tax return recorded during the year ended December 31, 2024.
 Non-GAAP Financial Measures
 EBITDA, Adjusted EBITDA, EBITDA Margin, and Adjusted EBITDA Margin
 Earnings before interest, taxes, depreciation and amortization ("EBITDA") and Adjusted EBITDA, are supplemental non-generally accepted accounting principles ("GAAP") financial measures used by management. We define EBITDA as net (loss) income before (i) interest expense (net interest income), (ii) depreciation and (iii) taxes. We define "Adjusted EBITDA" as EBITDA before share-based compensation expenses and other non-operating income or expenses or other non-cash items.
 We believe EBITDA and Adjusted EBITDA, are useful performance measures because they facilitate comparison of our results of operations from period to period without regard to our financing methods or capital structure or other items that impact comparability of financial results from period to period such as fluctuations in interest expense or effective tax rates, levels of depreciation, non-cash charges such as share based compensation expenses or unusual items that are not considered an indicator of ongoing performance of our operations. In addition, we believe that such non-GAAP financial measures are used by analysts and others in the investment community to analyze our historical results and to provide estimates of future performance. EBITDA and Adjusted EBITDA should not be considered as alternatives to, or more meaningful than, net income or any other measure as determined in accordance with GAAP. Our computations of EBITDA and Adjusted EBITDA may not be comparable to EBITDA or Adjusted EBITDA of other companies. We present EBITDA and Adjusted EBITDA because we believe they provide useful information regarding the factors and trends affecting our business.

 EBITDA and Adjusted EBITDA, when viewed in a reconciliation to respective GAAP measures, provide an additional way of viewing the Company's results of operations and factors and trends affecting the Company's business. These non-GAAP financial measures should be considered as a supplement to, and not as a substitute for, or superior to, the respective financial results presented in accordance with GAAP. The following tables present a reconciliation of EBITDA and Adjusted EBITDA to the GAAP financial measure of net income for each of the periods indicated (unaudited), in thousands:

 Adjusted EBITDA

 2024

 2023

 $

 (21,495)

 $

 (22,268)

 Interest expense

 Interest expense, related parties

 —

 (465)

 Depreciation

 1,140

 EBITDA

 (20,757)

 (21,094)

 Change in fair value of convertible notes

 (970)

 Change in fair value of warrants liabilities

 (39)

 (195)

 Share-based compensation expense

 3,382

 Inventory impairment

 2,272

 1,689

 Loss on financing transaction

 1,553

 4,043

 Tariff refund

 —

 (2,401)

 Other expenses, net

 1,027

 Other Loss

 —

 Loss (gain) on asset disposal

 (56)

 Adjusted EBITDA

 $

 (10,835)

 $

 (4,911)

 Liquidity and Capital Resources
 We incurred losses for the year ended December 31, 2024, due to negative net working capital excluding deferred transaction costs and other current assets that are not settled in cash, and an increase in investment in technology innovation and commercial capabilities as compared to year ended December 31, 2023. We have historically funded our operations with internally generated cash flows, lines of credit with banks, convertible notes, and promissory notes with stockholders and related parties.
 We will require additional capital in order to execute on our business plan and may require capital to fund our operations or to respond to technological advancements, competitive dynamics or technologies, customer demands, business opportunities, challenges, acquisitions or unforeseen circumstances, and we may determine to raise capital through equity or debt financings or enter into credit facilities for other reasons. In order to maintain our anticipated growth trajectory and to further business relationships with current or potential customers or partners, or for other reasons, we may issue equity or equity-linked securities to such current or potential customers or partners. We may not be able to timely secure additional debt or equity financing on favorable terms, or at all, as these plans are subject to market conditions and are not within the Company's control. There is no assurance that the Company will be successful in implementing their plans. If we raise additional funds through the issuance of equity or convertible debt or other equity-linked securities or if we issue equity or equity-linked securities to current or potential customers to further business relationships, our existing stockholders could experience significant dilution. Any debt financing obtained by us in the future could involve restrictive covenants relating to our capital raising and operational matters, which may make it more difficult for us to obtain additional capital and to pursue business opportunities, including potential acquisitions. If we are unable to obtain adequate financing or financing on terms satisfactory to us, when we require it, our ability to continue to grow or support our business and to respond to business challenges could be significantly limited and our business could be materially and adversely affected.
 As noted in the Company's consolidated financial statements, there is substantial doubt as to our ability to fund our planned operations in both the short- and long-term and to continue to operate as a going concern. We have assessed our ability to continue as a going concern, and, based on our need to raise additional capital to finance our future operations, recurring losses from operations incurred since inception, and an expectation of continuing operating losses for the foreseeable future, we have concluded that there is substantial doubt about our ability to continue as a going concern for a period of one year from the date that these consolidated financial statements are issued. The Company will continue to pursue obtaining additional liquidity which may include raising additional funds from investors (in the form of debt, equity, or equity-like instruments) and reducing operating expenses.

 Equity Line of Credit
 On April 16, 2024, we entered into the Purchase Agreement with B. Riley. Pursuant to the Purchase Agreement, we have the right, but not the obligation, to sell to B. Riley up to $25 million worth of Common Stock (the "Purchase Shares") over the term of the Purchase Agreement, beginning only after certain conditions set forth in the Purchase Agreement have been satisfied, including that the registration statement registering the Purchase Shares for resale (the "Registration Statement") shall have been declared effective under the Securities Act of 1933, as amended. In accordance with the Purchase Agreement, on April 16, 2024, we issued shares of our Common Stock to B. Riley as consideration for its commitment to purchase the Purchase Shares under the Purchase Agreement (the "Commitment Shares"). Under the terms of the Purchase Agreement, in certain circumstances, we may be required to pay B. Riley up to $500 thousand (or 2.0% of the total commitment value under the Purchase Agreement), in cash, as a "make-whole" payment to the extent the aggregate amount of cash proceeds, if any, received by B. Riley from the resale of the Commitment Shares prior to certain times set forth in the Purchase Agreement, is less than $500 thousand, in exchange for B. Riley returning to us for cancelation all of the Commitment Shares we originally issued to B. Riley upon execution of the Purchase Agreement that were not previously resold. On January 8, 2025, B.Riley notified the Company that it had sold the Commitment Shares, which resolved the liability.
 Concurrently with entering into the Purchase Agreement, we entered into a registration rights agreement with B. Riley pursuant to which we agreed to register the resale of the Purchase Shares and Commitment Shares that have been and may be issued to B. Riley under the Purchase Agreement pursuant to the Registration Statement (the "Registration Rights Agreement"). The Registration Statement was filed with the SEC on April 29, 2024 (File No. 333-278979) and was declared effective by the SEC on May 13, 2024.
 Through December 31, 2024, the Company utilized the B. Riley Committed Equity Facility to sell 23,999 shares of Common Stock for cash proceeds totaling $58 thousand.
 Public Equity Offering
 On July 1, 2024, we consummated a public offering (the "Public Offering") of 6,250,000 shares of Common Stock, which was sold at a public offering price of $1.60 per share less the underwriting discount, generating gross proceeds to us of $10 million before deducting underwriting discounts, commissions and offering expenses. In connection with the Public Offering, the underwriters were granted a 45-day option from the date of the prospectus to purchase up to 937,500 additional shares of Common Stock at the public offering price, less the underwriting discount, and on June 28, 2024, the underwriters fully exercised the over-allotment option, generating additional gross proceeds of $1.5 million to us before deducting underwriting discounts, commissions and offering expenses.
 Private Placement Equity Offering
 On July 1, 2024, we issued and sold in a private placement (the "2024 Private Placement") (i) 2,772,561 shares (the "Placement Shares") and (ii) pre-funded warrants to purchase 6,602,439 shares of Common Stock (the "Pre-Funded Warrants") for aggregate gross proceeds of $15.0 million before deducting placement agent fees and offering expenses. The purchase price of the Placement Shares was $1.60 per share, and the purchase price of each Pre-Funded Warrant was $1.5999. The exercise price for each share of Common Stock issuable upon exercise of the Pre-Funded Warrants is $0.0001 per share. The Pre-Funded Warrants were not exercisable unless or until approved by the Company's stockholders, are not subject to any redemption provision and, once exercisable, can be exercised for cash or on a cashless basis at the discretion of the holder. The Pre-Funded Warrants do not have any voting rights but have the right to participate in any dividends or distributions made by the Company.
 On June 27, 2024, we also entered into a securities purchase agreement (the "Securities Purchase Agreement") with 325 Capital, LLC (collectively with its affiliates, the "Purchaser"), pursuant to which the Purchaser agreed to purchase all of the Placement Shares and Pre-Funded Warrants offered in the 2024 Private Placement. Pursuant to the Securities Purchase Agreement, we have made the following corporate governance changes, which are to remain in effect for so long as the Purchaser beneficially owns at least 10.0% of the then-outstanding shares of Common Stock:

 our board of directors (the "Board") appointed a representative of the Purchaser as a member of the Board and as a member of the Board's compensation and nominating and corporate governance committees;

 the Board established a new finance committee consisting of four independent directors, with the purpose of improving the Company's operational and financial performance, including evaluating the Company's budgets, capital allocation practices and policies and review of strategic alternatives, and making recommendations to the Board on the foregoing matters; and

 the Board amended the Amended and Restated Bylaws of the Company to permit any single director to be able to call a special meeting of the Board and bring forward business at any regular or special meeting of the Board.

 In connection with the closing of the 2024 Private Placement, the Company entered into a registration rights agreement, dated as of July 1, 2024, with the Purchaser pursuant to which the Company is required to file a registration statement with the SEC to register the resale of the Placement Shares and the shares of Common Stock issuable upon exercise of the Pre-Funded Warrants. All fees relating to the filing of such resale registration statement shall be borne by the Company. On January 23, 2025, the Company registered the Placement Shares.
 In addition, upon the closing of the 2024 Private Placement, the Company entered into a voting agreement, dated as of July 1, 2024, with certain stockholders of the Company representing greater than 50% of the issued and outstanding Common Stock of the Company (prior to the Public Offering and 2024 Private Placement) to support the transactions contemplated by the Securities Purchase Agreement, including of the authorization by the Company's stockholders for the Company to issue the shares of Common Stock underlying the Pre-Funded Warrants in accordance with applicable Nasdaq rules. On August 23, 2024, the issuance of the shares of Common Stock underlying the Pre-Funded Warrants was approved by our stockholders, and on September 24, 2024, the holders of the Pre-Funded Warrants exercised their warrants in exchange for Common Stock.
 Cash Flows
 Year ended December 31, 2024, Compared to Year ended December 31, 2023
 The following table summarizes our cash flows for the periods indicated, in thousands:

 2024

 2023

 Net cash used in operating activities

 $

 (15,567)

 $

 (4,551)

 Net cash used in investing activities

 (2,667)

 (1,512)

 Net cash provided by financing activities

 21,587

 6,564

 Net increase (decrease) in cash, cash equivalents, and restricted cash equivalents

 3,353

 Operating Activities
 Net cash used in operating activities was $15.6 million for the year ended December 31, 2024, an increase of $11.0 million, as compared to $4.6 of net cash used in operating activities for the year ended December 31, 2023. The increase in net cash used in operating activities was primarily attributable to payments made to reduce our liabilities during the year, in an effort to improve our capital structure.
 Investment Activities
 Net cash used in investing activities was $2.7 million for the year ended December 31, 2024, as compared to $1.5 million for the year ended December 31, 2023. The increase in net cash used in investing activities was primarily attributable to an increase in capital expenditures related to software development for the year ended December 31, 2024, compared to the year ended December 31, 2023.
 Financing Activities
 Net cash provided by financing activities was $21.6 million for the year ended December 31, 2024, an increase of $15.0 million, as compared to $6.6 million of net cash provided by financing activities for the year ended December 31, 2023. The increase in net cash provided by financing activities is primarily attributable to proceeds from the issuance of Common Stock, offset by repayments of borrowings.

 Contractual Obligations
 Our principal commitments consist of lease obligations for our corporate office and production facility. The net present value of operating lease liabilities as of December 31, 2024, and 2023 is $1.1 million.
 Off-Balance Sheet Arrangements
 As of December 31, 2024, we did not have any off-balance sheet arrangements.
 Critical Accounting Policies and Estimates
 Our financial statements are prepared in accordance with GAAP. The preparation of these financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, and expenses, as well as related disclosures. We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions that we believe to be reasonable under the circumstances. Our actual results could differ from these estimates.
 The critical accounting policies, assumptions, and judgements that we believe have the most significant impact on our consolidated financial statements are described below.
 Inventory
 Inventory is stated at the lower of cost and net realizable value ("NRV"). NRV is based upon an estimated average selling price reduced by the estimated costs of disposal. The determination of net realizable value involves certain judgments including estimating average selling prices based on recent sales. We reduce the value of our inventory for estimated obsolescence or lack of marketability by the difference between the cost of the affected inventory and the NRV.
 The valuation of inventory requires us to evaluate whether inventory held is in excess of future estimated market demand or has become technologically obsolete. We believe the risk of technological obsolescence of hardware is not significant, as device technology and functionality is stable and the devices that the Company has in its inventory are more deployable with for the Company's integrated solutions offerings. The Company's excess and obsolescence analysis is therefore focused on assessing the extent to which inventory is in excess of future estimated market demand. The determination of excess inventory is estimated based on a comparison of the quantity and cost of inventory on hand to our forecast of customer demand, which is dependent on various internal and external factors requiring the use of judgment.
 We evaluate the short-term and long-term classification of hardware and component inventory quarterly using our forecast of customer demand, which is dependent on various internal and external factors requiring the use of judgment. We classify as short-term inventory hardware or components that are expected to be sold in the subsequent twelve months. We classify as long-term inventory hardware or components that are not expected to be sold in the following twelve months but for which ones there is an active market and we have not identified any indicator of impairment.
 Revenue Recognition
 Contracts with our customers may include various combinations of hardware, subscriptions and services. Our hardware has significant standalone functionalities and capabilities. Accordingly, hardware is distinct from our subscriptions and services as the customer can benefit from the product without these subscriptions or services and such subscriptions and services are separately identifiable within the contract. The amount of consideration we expect to receive in exchange for delivering on the order is allocated to each performance obligation based on its relative standalone selling price.
 We establish standalone selling price using the prices charged for a deliverable when sold separately. If the standalone selling price is not observable through past transactions, we estimate the standalone selling price based on our pricing model. As our business offerings evolve over time, we may be required to modify our estimated standalone selling prices, and as a result the timing and classification of our revenue could be affected.

 Income Taxes
 We are required to reduce our deferred tax assets by a valuation allowance if, based on the weight of the available evidence, it is more likely than not that all or a portion of a deferred tax asset will not be realized. In assessing the realizability of deferred tax assets, management considers whether it is more likely than not that all or a portion of the deferred tax assets will not be realized. The ultimate realization of deferred tax assets is dependent upon the generation of future taxable income of appropriate character during the periods in which those temporary differences become deductible. Management considers the weight of available evidence, both positive and negative, including the scheduled reversal of deferred tax assets and liabilities (including the impact of available carryback and carryforward periods), projected future taxable income, and tax planning strategies in making this assessment. To the extent we believe that we do not meet the test that recovery is more likely than not, we establish a valuation allowance. To the extent that we establish a valuation allowance or changes this allowance in a period, we adjust the tax provision or tax benefit in the consolidated statement of operations. Management uses its best judgment in determining provisions or benefits for income taxes, and any valuation allowance recorded against previously established deferred tax assets.
 Recently Issued Accounting Standards
 Refer to Note 2 of the notes to our audited consolidated financial statements included in this Annual Report on Form 10-K for our assessment of recently issued and adopted accounting standards.
 Emerging Growth Company and Smaller Reporting Company Status
 We are an emerging growth company under the Jumpstart Our Business Startups Act of 2012 (the "JOBS Act"). The JOBS Act provides that an emerging growth company can opt out of such "extended exemption period" and delay adopting new or revised accounting standards until such a time as those standards apply to private companies.
 Subject to certain conditions set forth in the JOBS Act, if, as an "emerging growth company", we choose to rely on such exemptions we may not be required to, among other things, (i) provide an auditor's attestation report on our system of internal controls over financial reporting pursuant to Section 404 of the Sarbanes-Oxley Act, (ii) provide all of the compensation disclosure that may be required of non-emerging growth public companies under the Dodd-Frank Wall Street Reform and Consumer Protection Act, (iii) comply with any requirement that may be adopted by the PCAOB regarding mandatory audit firm rotation or a supplement to the auditor's report providing additional information about the audit and the financial statements (auditor discussion and analysis), or (iv) disclose certain executive compensation related items such as the correlation between executive compensation and performance and comparisons of the CEO's compensation to median employee compensation. We have elected to opt out of this extended exemption period. We may take advantage of these exemptions until December 31, 2026, or until we are no longer an emerging growth company, whichever is earlier. We will cease to be an emerging growth company prior to the end of such five-year period if certain earlier events occur, including if we become a "large accelerated filer" as defined in Rule 12b-2 under the Exchange Act, our annual gross revenues exceed $1.235 billion or we issue more than $1.0 billion of non-convertible debt in any three-year period.
 Additionally, we are a "smaller reporting company" as defined in Item 10(f)(1) of Regulation S-K. Smaller reporting companies may take advantage of certain reduced disclosure obligations, including, among other things, providing only two years of audited financial statements. We will be able to take advantage of these scaled disclosures for so long as our voting and non-voting common stock held by non-affiliates is less than $250.0 million measured on the last business day of our second fiscal quarter, or our annual revenue is less than $100.0 million during the most recently completed fiscal year and our voting and non-voting common stock held by non-affiliates is less than $700.0 million measured on the last business day of our second fiscal quarter.
 Item 7A. Quantitative and Qualitative Disclosures About Market Risk.
 We are a smaller reporting company as defined by Rule 12b-2 of the Exchange Act and are not required to provide the information under this item.

 Item 8. Financial Statements and Supplementary Data.

 Report of Independent Registered Public Accounting Firm (PCAOB ID: No. 34)

 Consolidated Balance Sheets

 Consolidated Statements of Operations

 Consolidated Statements of Changes in Shareholders' Equity

 Consolidated Statements of Cash Flows

 Notes to the Consolidated Financial Statements

 66 - 83

 REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
 To the shareholders and the Board of Directors of MultiSensor AI Holdings, Inc.
 Opinion on the Financial Statements
 We have audited the accompanying consolidated balance sheets of MultiSensor AI Holdings, Inc. (the "Company") as of December 31, 2024 and 2023, the related consolidated statements of operations, statements of changes in shareholders' equity, and statements of cash flows for each of the two years in the period ended December 31, 2024, and the related notes (collectively referred to as the "financial statements"). In our opinion, the financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2024 and 2023, and the results of its operations and its cash flows for each of the two years in the period ended December 31, 2024, in conformity with accounting principles generally accepted in the United States of America.
 Going Concern
 The accompanying financial statements have been prepared assuming that the Company will continue as a going concern. As discussed in Note 2 to the financial statements, the Company is developing its customer base and has not completed its efforts to establish a stabilized source of revenue sufficient to cover its expenses. The Company has suffered net losses, negative cash flows from operations, and negative net working capital; which raises substantial doubt about its ability to continue as a going concern. Management's plans in regard to these matters are also described in Note 2. The financial statements do not include any adjustments that might result from the outcome of this uncertainty.
 Basis for Opinion
 These financial statements are the responsibility of the Company's management. Our responsibility is to express an opinion on the Company's financial statements based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
 We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud. The Company is not required to have, nor were we engaged to perform, an audit of its internal control over financial reporting. As part of our audits, we are required to obtain an understanding of internal control over financial reporting but not for the purpose of expressing an opinion on the effectiveness of the Company's internal control over financial reporting. Accordingly, we express no such opinion.
 Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. We believe that our audits provide a reasonable basis for our opinion.
 /s/ Deloitte & Touche LLP

 Houston, TX

 We have served as the Company's auditor since 2021.

 Consolidated Balance Sheets
 ( Amounts in thousands of U.S. dollars, except share and per share data)

 As of December 31,

 2024

 2023

 Assets

 Current assets

 Cash and cash equivalents

 $

 4,358

 $

 1,155

 Trade accounts receivable, net of allowances of $ 35 and $ 180, respectively

 2,440

 Inventories, current

 4,180

 6,930

 Other current assets

 1,140

 1,988

 Total current assets

 10,516

 12,513

 Property, plant and equipment, net

 3,963

 3,084

 Right-of-use assets, net

 Inventories, noncurrent

 Other noncurrent assets

 —

 Total assets

 $

 15,478

 $

 16,372

 Liabilities and shareholders' deficit

 Current liabilities

 Accounts payable

 $

 $

 2,630

 Income taxes payable

 Accrued expense

 1,095

 3,543

 Contract liabilities

 1,944

 Line of credit

 —

 Related party promissory note

 —

 Legacy SMAP promissory notes

 Right-of-use liabilities, current

 Other current liabilities

 Total current liabilities

 3,017

 10,757

 Contract liabilities, noncurrent

 Convertible notes, noncurrent

 —

 5,695

 Warrants

 Deferred tax liabilities, net

 Total liabilities

 $

 3,190

 $

 16,640

 Commitments and contingencies (Note 15)

 —

 —

 Shareholders' equity (deficit)

 Common stock, $ 0.0001 par value; 300,000,000 shares authorized as of December 31, 2024 and 2023 and 30,526,052 and 11,956,823 shares issued and outstanding as of December 31, 2024 and 2023, respectively

 Additional paid-in capital

 66,911

 32,862

 Accumulated deficit

 ( 54,626)

 ( 33,131)

 Total shareholders' deficit

 12,288

 ( 268)

 Total liabilities and shareholders' deficit

 $

 15,478

 $

 16,372

 The accompanying notes are an integral part of these consolidated financial statements.

 Consolidated Statements of Operations
 ( Amounts in thousands of U.S. dollars, except share and per share data)

 2024

 2023

 Revenue, net

 $

 7,402

 $

 5,430

 Cost of goods sold (exclusive of depreciation)

 2,582

 2,297

 Inventory impairment

 2,272

 1,689

 Operating expenses:

 Selling, general and administrative

 15,655

 8,044

 Share-based compensation expense

 3,382

 Depreciation

 1,140

 Loss (gain) on asset disposal

 ( 56)

 Other Loss

 —

 Total operating expenses

 21,429

 22,921

 Operating loss

 ( 18,881)

 ( 21,477)

 Interest expense

 Change in fair value of convertible notes

 ( 970)

 Tariff refund

 —

 ( 2,401)

 Change in fair value of warrants liabilities

 ( 39)

 ( 195)

 Loss on financing transaction

 1,553

 4,043

 Other expenses, net

 1,027

 Loss before income taxes

 ( 21,960)

 ( 22,060)

 $

 $

 Weighted-average shares outstanding, basic and diluted

 Basic

 20,119,161

 6,257,476

 Diluted

 20,119,161

 6,257,476

 Net loss per share, basic and diluted

 Basic

 ( 1.07)

 ( 3.56)

 Diluted

 ( 1.07)

 ( 3.56)

 The accompanying notes are an integral part of these consolidated financial statements.

 Consolidated Statements of Changes in Shareholders' Equity
 ( Amounts in thousands of U.S. dollars, except share data)

 Total

 Additional

 Retained

 Shareholders'

 Class A Common Stock

 Paid- In

 Earnings

 Equity

 Shares

 Amount

 Capital

 (Deficit)

 (Deficit)

 Balance at December 31, 2022

 5,292,384

 $

 —

 $

 2,654

 $

 ( 10,863)

 $

 ( 8,209)

 —

 —

 —

 Conversion of shareholder promissory note

 1,459,700

 —

 18,501

 —

 18,501

 Conversion of convertible notes

 550,486

 —

 2,054

 —

 2,054

 Financing transaction shares

 680,500

 —

 4,641

 —

 4,641

 Issuance of common stock

 282,074

 —

 —

 —

 —

 Merger recapitalization

 3,691,679

 ( 1,454)

 —

 ( 1,453)

 Deferred transaction costs

 —

 —

 ( 7,595)

 —

 ( 7,595)

 Equity-based compensation transactions, net

 —

 —

 —

 Balance at December 31, 2023

 11,956,823

 $

 $

 32,862

 $

 ( 33,131)

 $

 ( 268)

 —

 —

 —

 Conversion of debt

 1,442,163

 —

 7,751

 —

 7,751

 Equity-based compensation transactions, net

 186,408

 —

 3,015

 —

 3,015

 Equity Line of Credit commitment fee

 171,821

 —

 —

 Issuance of common stock

 10,166,398

 13,891

 —

 13,892

 Issuance of Pre-funded warrants

 —

 —

 8,892

 —

 8,892

 Conversion of Pre-funded warrants

 6,602,439

 —

 —

 Balance at December 31, 2024

 30,526,052

 $

 $

 66,911

 $

 ( 54,626)

 $

 12,288

 The accompanying notes are an integral part of these consolidated financial statements.

 Consolidated Statements of Cash Flows
 ( Amounts in thousands of U.S. dollars)

 2024

 2023

 Operating Activities

 $

 $

 Adjustments to reconcile net loss to net cash: (used in) provided by operating activities

 Depreciation

 1,140

 Bad debt expenses

 Inventory impairment

 2,272

 1,689

 Non-cash lease expense

 ( 26)

 Deferred income tax expense (benefit)

 ( 72)

 Share-based compensation

 3,382

 Non-cash PIK interest

 —

 Other (income) expenses, net

 1,430

 —

 Loss (Gain) on disposal of equipment

 ( 18)

 Loss on financing transaction

 1,553

 4,043

 Change in fair value of warrants liabilities

 ( 39)

 ( 195)

 Change in fair value of convertible notes

 ( 970)

 Increase (decrease) in cash resulting from changes in:

 Trade accounts receivable

 1,561

 ( 928)

 Deferred transaction costs

 —

 ( 1,098)

 Inventories

 Other current assets

 1,145

 Other noncurrent assets

 —

 Trade accounts payable

 ( 1,479)

 ( 14)

 Income taxes payable

 ( 932)

 Contract liability

 ( 1,461)

 1,657

 Other current liabilities

 ( 110)

 Right of use liabilities

 ( 159)

 ( 163)

 Accrued expenses

 ( 2,814)

 ( 3,343)

 Other noncurrent liabilities

 ( 38)

 Net cash used in operating activities

 ( 15,567)

 ( 4,551)

 Investing Activities

 Capital expenditures

 ( 2,667)

 ( 1,542)

 Proceeds from sale of equipment

 —

 Net cash used in investing activities

 ( 2,667)

 ( 1,512)

 Financing Activities

 Proceeds from lines of credit

 —

 1,547

 Repayments of lines of credit

 ( 622)

 ( 925)

 Proceeds from promissory notes

 —

 2,099

 Repayments of promissory notes

 ( 575)

 ( 100)

 Proceeds from issuance of common stock

 22,726

 6,287

 Proceeds from Equity Line of Credit issuances

 —

 Merger recapitalization

 —

 ( 2,344)

 Net cash provided by financing activities

 21,587

 6,564

 Net increase/(decrease) in cash, cash equivalents, and restricted cash equivalents

 3,353

 Cash, cash equivalents, and restricted cash equivalents beginning of year

 1,155

 Cash, cash equivalents, and restricted cash equivalents end of the year

 $

 4,508

 $

 1,155

 Reconciliation of cash, cash equivalents and restricted cash equivalents at end of period

 Cash and cash equivalents

 4,358

 1,155

 Restricted cash equivalents included in other current assets

 —

 Cash, cash equivalents, and restricted cash equivalents end of the year

 4,508

 1,155

 Supplemental cash flow information

 Interest paid

 $

 $

 Income taxes paid

 2,331

 Non-cash investing and financing transactions

 Conversion of promissory notes

 $

 —

 $

 18,501

 Conversion of convertible notes

 $

 6,170

 $

 2,054

 Conversion of Legacy SMAP loan into common stock

 $

 $

 1,000

 Shares issued for Equity Line of Credit commitment fee

 $

 $

 1,324

 Inducement shares from Financing Transaction

 $

 1,381

 $

 4,641

 The accompanying notes are an integral part of these consolidated financial statements.

 Notes to Consolidated Financial Statements
 ( Dollars in thousands)
 Note 1 — Organization and Business Operations
 MultiSensor AI Holdings, Inc. ("MSAI," "the Company," "we" or "our") and its wholly owned subsidiaries provide turnkey predictive maintenance and process control solutions, which combine cutting edge imaging and sensing technologies with AI-powered enterprise software. Our software leverages a continuous stream of data from thermal imaging, visible imaging, acoustic imaging, vibration sensing, and laser sensing devices to provide comprehensive, real-time condition monitoring for a customer's critical assets, processes, and manufactured outputs. Our cloud and edge solutions are deployed by organizations to protect critical assets across a wide range of industries including distribution & logistics, manufacturing, and oil & gas. In tandem with these solutions, we provide various services for our customers including training, calibration, and repair. The Company is domiciled in Delaware and is a C corporation for tax purposes.
 Business Prior to the Business Combination
 Prior to the Business Combination, the Company as a corporate entity was SportsMap Tech Acquisition Corp. ("Legacy SMAP"), and the Company's sponsor was SportsMap, LLC (the "Sponsor"). The registration statement for Legacy SMAP's initial public offering ("IPO") was declared effective on October 18, 2021 (the "Effective Date"). On October 21, 2021, Legacy SMAP consummated the IPO of 11,500,000 units (the "Units" and, with respect to the Common stock included in the Units being offered, the "public shares") at $ 10.00 per Unit, including the full exercise of the underwriters' over-allotment of 1,500,000 units, generating gross proceeds to Legacy SMAP of $ 115,000.
 Simultaneously with the consummation of the IPO, Legacy SMAP consummated the private placement of 675,000 Units at a price of $ 10.00 per Unit to the Sponsor and the representative of the underwriters and/or certain of their designees or affiliates, generating gross proceeds to Legacy SMAP of $ 6,750.
 Transaction costs for Legacy SMAP's IPO amounted to $ 2,823, consisting of $ 2,300 of underwriting commissions and $ 523 of other offering costs. Of these transaction costs, $ 2,687 was charged to temporary equity and $ 137 was charged to additional paid-in capital. Legacy SMAP generated non-operating income in the form of interest income on cash and cash equivalents from the proceeds derived from the IPO.
 Business Combination Agreement and Related Financing
 On December 19, 2023, Legacy SMAP, through its subsidiary ICH Merger Sub Inc. ("Merger Sub"), and Infrared Cameras Holdings Inc ("Legacy ICI"), all of them Delaware corporations, consummated the closing of the transactions contemplated by the Business Combination Agreement, initially entered on December 5, 2022, by and among Legacy SMAP, Legacy ICI, and Merger Sub (the "Business Combination").
 Pursuant to the terms of the Business Combination Agreement, a merger of Legacy SMAP and Legacy ICI was effected by the merger of Merger Sub with and into Legacy ICI, with Legacy ICI surviving the Merger as a wholly-owned subsidiary of Legacy SMAP. As a result of the consummation of the Business Combination, Legacy SMAP changed its name from "SportsMap Tech Acquisition Corp." to "Infrared Cameras Holdings, Inc." ("ICI"). In February 2024, ICI changed its name to MultiSensor AI Holdings, Inc."
 Pursuant to the Business Combination Agreement, at the effective time of the Business Combination, (i) each outstanding share of Legacy ICI common stock was converted into the right to receive a number of shares of Company common stock equal to the Exchange Ratio (as defined below), and (ii) each Legacy ICI option, restricted stock unit, restricted stock award that was outstanding immediately prior to the closing of the Business Combination (and by its terms did not terminate upon the closing of the Business Combination) remained outstanding and (x) in the case of options, represented the right to purchase a number of shares of Company common stock equal to the number of shares of Legacy ICI's common stock subject to such option multiplied by the Exchange Ratio used for Legacy ICI common stock (rounded down to the nearest whole share) at an exercise price per share equal to the exercise price per share for such option divided by the Exchange Ratio (rounded up to the nearest whole cent) and (y) in the case of restricted stock units and restricted stock awards, represented a number of shares of Company common stock equal to the number of shares of Legacy ICI's common stock subject to such restricted stock unit or restricted stock award multiplied by the Exchange Ratio (rounded down to

 the nearest whole share). The Exchange Ratio was 10.2776 of a share of Company common stock per fully diluted share of Legacy ICI common stock. On December 19, 2023, the Company received $ 2,137 held in Legacy SMAP's trust account net of redemptions. Transaction costs related to the issuance of the trust shares were $ 3,910.

 Note 2 — Summary of Significant Accounting Policies
 Basis of Presentation and Principles of Consolidation
 The accompanying consolidated financial statements of the Company and its wholly owned subsidiaries are prepared in conformity with United States ("U.S.") generally accepted accounting principles ("GAAP") and regulations of the U.S. Securities and Exchange Commission ("SEC"). All intercompany transactions and balances have been eliminated upon consolidation.
 As a result of Legacy ICI being the accounting acquirer in the Merger, the financial reports filed with the SEC by the Company subsequent to the Merger are prepared as if ICI is the accounting predecessor of the Company. The historical operations of Legacy ICI are deemed to be those of the Company. Thus, the financial statements included reflect (i) the historical operating results of Legacy ICI prior to the Merger; (ii) the consolidated results of the Company, following the Merger on December 19, 2023; (iii) the assets and liabilities of Legacy ICI at their historical cost; and (iv) the Company's equity structure for all periods presented.
 Reclassifications
 The Company has reclassified certain prior-year amounts to conform to the current-year presentation.
 Going Concern
 These consolidated financial statements have been prepared in accordance with U.S. GAAP assuming the Company will continue as a going concern. The going concern assumption contemplates the realization of assets and satisfaction of liabilities in the normal course of business.
 The Company's liquidity has improved with the Public Equity Offering and Private Placement Equity Offering (see Note 11), which both closed in July 2024. However, the Company is still developing its customer base and has not completed its efforts to establish a stabilized source of revenue sufficient to cover its expenses. The Company has suffered net losses, negative cash flows from operations, and negative net working capital. The Company will continue to incur losses or limited income in the future. These conditions raise substantial doubt about the Company's ability to continue as a going concern.
 In response to these conditions, the Company will continue to pursue obtaining additional liquidity which may include raising additional funds from investors (in the form of debt, equity, or equity-like instruments), reducing operating expenses and increasing revenues. However, these plans are subject to market conditions, and are not within the Company's control, and therefore, cannot be deemed probable. As a result, the Company has concluded that management's plans do not alleviate substantial doubt about the Company's ability to continue as a going concern.
 The consolidated financial statements do not include any adjustments relating to the recoverability and classification of recorded asset amounts or the amounts and classification of liabilities that might result from the outcome of this uncertainty.
 Use of Estimates
 The preparation of consolidated financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the amounts reported in our consolidated financial statements and accompanying notes. Actual results may differ materially from those estimates. Significant estimates reflected in the condensed consolidated financial statements include, but are not limited to revenue recognition, inventory classification, useful life of fixed assets, allowance for credit losses, warranty reserves, amortization of internal-use software, share-based compensation, contingencies and income taxes.
 Customer Concentration
 For the twelve months ended December 31, 2024, three customers accounted for 25 %, 11 % and 11 % or $ 1,840, $ 817 and $ 799 of total net revenue, which is recorded under the entity's one operating segment.

 Fair Value
 The Company uses valuation approaches that maximize the use of observable inputs and minimize the use of unobservable inputs to the extent possible. A three-tiered hierarchy is established as a basis for considering such assumptions and for inputs used in the valuation methodologies in measuring fair value. This hierarchy requires that the Company use observable market data, when available, and minimize the use of unobservable inputs when determining fair value:

 Level 1: observable inputs such as quoted prices in active markets;
 Level 2: inputs other than the quoted prices in active markets that are observable either directly or indirectly; and
 Level 3: unobservable inputs in which there is little or no market data, which requires that the Company develop its own assumptions.

 Cash, Cash Equivalents and Restricted Cash
 The Company considers all highly liquid investments with a maturity of three months or less at the time of purchase to be cash equivalents. The carrying values of cash and cash equivalents approximate their fair values due to the short-term nature of these instruments. Cash in the Company's bank accounts may exceed federally insured limits. Restricted cash represents amounts that the Company is unable to access for operational purposes.

 Hardware Warranties
 The Company provides a warranty for the repair or replacement of any defective hardware within one year of purchase. Estimated future warranty costs are accrued and charged to cost of goods sold in the period that the related revenue is recognized. These estimates are derived from historical data and trends of product reliability and costs of repairing and replacing defective products.

 Accounts Receivable
 Accounts receivables are stated at net realizable value. The allowance for doubtful accounts is determined through an evaluation of the aging of the Company's accounts receivable balances, and considers such factors as the customer's creditworthiness, the customer's payment history and current economic conditions. A provision is recognized to bad debt expense and the allowance for doubtful accounts for accounts determined to be uncollectible. Bad debt written-off and any recovery of bad debt write-off is applied to the allowance for doubtful accounts.

 Inventory
 Inventory is stated at the lower of cost and net realizable value ("NRV"). NRV is based upon an estimated average selling price reduced by the estimated costs of disposal. The determination of net realizable value involves certain judgments including estimating average selling prices based on recent sales. The Company reduces the value of its inventory for estimated obsolescence or lack of marketability by the difference between the cost of the affected inventory and the NRV.
 The valuation of inventory requires the Company to evaluate whether inventory held is in excess of future estimated market demand or has become technologically obsolete. The Company believes the risk of technological obsolescence of hardware is not significant, as device technology and functionality is stable and the devices that the Company has in its inventory are deployable with the Company's integrated solutions offerings. The Company's excess and obsolescence analysis is therefore focused on assessing the extent to which inventory is in excess of future estimated market demand. The determination of excess inventory is estimated based on a comparison of the quantity and cost of inventory on hand to the Company's forecast of customer demand, which is dependent on various internal and external factors requiring the use of judgment.
 The Company evaluates the short-term and long-term classification of hardware and component inventory quarterly using the Company's forecast of customer demand, which is dependent on various internal and external factors requiring the use of judgment. The Company classifies as short-term inventory as hardware or components that are expected to be sold in the subsequent twelve months. The Company classifies as long-term inventory as hardware or components that are not expected to be sold in the following twelve months but for which ones there is an active market and the Company has not identified any indicator of impairment.

 Property, Plant and Equipment
 Property, plant, and equipment is recorded at cost and is depreciated on the straight-line basis over its estimated useful life. Upon retirement or sale, the cost of assets disposed, and the related accumulated depreciation are removed from the accounts and any resulting gain or loss is credited or charged to operating income (loss). Expenditures for major additions and improvements are capitalized and minor replacements, maintenance, and repairs are charged to expense as incurred. All property, plant, and equipment is depreciated (to the extent of estimated salvage values) on the straight-line method based on estimated useful lives of the assets as follows:

 Assets

 Estimated Useful Life

 Vehicles

 5 years

 Buildings

 25 - 39 years

 Computer equipment

 3 - 5 years

 Furniture and fixtures

 7 years

 Machinery and equipment

 4 - 7 years

 Internal use software

 5 years

 Revenue Recognition
 Revenue is recognized net of any sales taxes collected from customers. Revenue is accounted for under ASC 606, Revenue from Contracts with Customers through the following steps:

 Identify the contract with a customer;

 Identify the performance obligations in the contract;

 Determine the transaction price;

 Allocate the transaction price to performance obligations in the contract; and

 Recognize revenue when or as the Company satisfies a performance obligation.

 Hardware Revenue
 The Company sells a dynamic range of advanced infrared cameras, optical gas imaging cameras and acoustic imagers, designed and manufactured by us or through various partnerships with other manufacturers. In accordance with the Company's sales policy, the Company does not accept returns of hardware once sold. Revenue is recognized when control of the hardware is transferred to the customer.
 Software Revenue
 MSAI Connect is an innovative, cloud-based, AI-Powered software, that revolutionizes predictive asset reliability and process control in industrial environments. This technology harnesses the power of continuous data inputs from advanced thermal imaging, acoustic imaging, visible imaging, and vibration sensing hardware solutions, which are strategically placed in customer's facilities to continuously monitor the health and performance of a customer's critical equipment and processes. MSAI Connect is a subscriptions service and is generally contracted for a period of 12 months. Annual subscription payments are generally collected in advance and revenue is recognized ratably over the subscription period.
 MSAI Edge is an "on premises" software. Seamlessly integrating with existing operational systems, MSAI Edge utilizes advanced thermal imaging, acoustic imaging, visible imaging, and vibration sensing hardware solutions strategically deployed throughout facilities. This setup enables continuous monitoring of critical equipment and processes, delivering real-time insights into their health and performance, and is readily integrated into existing operational and business intelligence systems. MSAI Edge is sold as both a term-based software license which generally provides access to the software for a period of 12 months and as a perpetual license. Revenue for the software licenses are recognized upfront upon delivery of the software license.
 Services
 The Company performs condition-based monitoring and preventive maintenance inspection services. The Company also performs calibrations and maintenance on hardware for our customers along with training services. Services derived from inspections, calibrations, maintenance and training are recognized at a point in time when service is provided to the client.

 Contracts with Multiple Performance Obligations
 Contracts with our customers may include various combinations of hardware, subscriptions and services. Our hardware has significant standalone functionalities and capabilities. Accordingly, hardware is distinct from our subscriptions and services as the customer can benefit from the product without these subscriptions or services and such subscriptions and services are separately identifiable within the contract.. The amount of consideration we expect to receive in exchange for delivering on the order is allocated to each performance obligation based on its relative standalone selling price.
 We establish standalone selling price using the prices charged for a deliverable when sold separately. If the standalone selling price is not observable through past transactions, we estimate the standalone selling price based on our pricing model. As our business offerings evolve over time, we may be required to modify our estimated standalone selling prices, and as a result the timing and classification of our revenue could be affected.
 Contract Liabilities
 Contract liabilities also include customer prepayments consisting of advances from customers related to hardware, subscriptions, and services for which the Company has not yet recognized revenue.
 Software Development Costs
 Internal-use software includes software developed to deliver our cloud-based subscription offerings to our end-customers. These capitalized costs consist of internal compensation-related costs and external direct costs incurred during the application development stage. Capitalized software development costs is included in property, plant and equipment and is amortized over 5 years on the straight-line method once development is complete.
 Impairment of Long-Lived Assets
 The Company reviews the carrying value of property, plant and equipment and other long-lived assets for impairment whenever events and circumstances indicate that the carrying value of an asset may not be recoverable. If a long-lived asset is tested for recoverability and the undiscounted estimate future cash flows expected to result from the use and eventual disposition of the asset is less than the carrying amount of the asset, the asset cost is adjusted to fair value and an impairment loss is recognized as the amount by which the carrying amount of a long-lived asset exceeds its fair value.

 Leases
 Leases are accounted under ASC 842, Leases. Some leases have the option to extend or terminate the lease and the Company recognizes these terms when it is reasonably certain that the option will be exercised. As a lessee, the Company determines if an arrangement is a lease at commencement. The Right-of-Use (ROU) lease assets represent the Company's right to use an underlying asset for the lease term and lease liabilities represent the Company's obligation to make lease payments related to the lease. Operating lease ROU assets and liabilities are recognized at the commencement date based on the present value of lease payments over the lease term. We use incremental borrowing rates based on information available at the commencement date to determine the present value of our lease payments. The Company leases relate to its corporate office and production facilities.

 Share-Based Compensation
 Compensation expense related to share-based transactions is measured at fair value on the grant date. We recognize share-based compensation expense for awards with only service conditions on a straight-line basis over the requisite service period. We recognize share-based compensation expense for awards with market conditions and awards with performance conditions on a straight-line basis over the requisite service period for each separately vesting portion of the award. We recognize share-based compensation expense for awards with performance conditions when it is probable that the performance condition will be achieved. We account for forfeitures of all share-based payment awards when they occur.
 Income Taxes
 The Company accounts for income taxes under the asset and liability method in accordance with ASC 740, Income Taxes. The income tax accounting guidance results in two components of income tax expense: current and deferred. Current income tax expense

 reflects taxes to be paid or refunded for the current period by applying the provisions of the enacted tax law to the taxable income or excess of deductions over revenues. The Company recognizes a net deferred tax asset or liability based on the tax effects of the differences between the book and tax basis of assets and liabilities. Enacted changes in tax rates and laws are recognized in the period in which they occur. Deferred income tax expense results from the change in the net deferred tax asset or liability between periods. The deferred tax asset is reduced by a valuation allowance if, based on the weight of evidence available, it is more likely than not some portion or all of a deferred tax asset will not be realized.
 The Company recognizes the effect of income tax positions only if those positions are more likely than not to be sustained. Recognized income tax positions are measured at the largest amount that is greater than 50% likely of being realized. The Company does not have any uncertain tax positions that require recognition or measurement in the Company's consolidated financial statements. The Company recognizes interest and penalties related to unrecognized tax benefits on the income tax expense line in the accompanying consolidated statement of operations. Accrued interest and penalties are included on the related tax liability line in the consolidated balance sheet.
 ASC 740, "Income Taxes," requires the Company to reduce its deferred tax assets by a valuation allowance if, based on the weight of the available evidence, it is more likely than not that all or a portion of a deferred tax asset will not be realized. In assessing the realizability of deferred tax assets, management considers whether it is more likely than not that all or a portion of the deferred tax assets will not be realized. The ultimate realization of deferred tax assets is dependent upon the generation of future taxable income of appropriate character during the periods in which those temporary differences become deductible. Management considers the weight of available evidence, both positive and negative, including the scheduled reversal of deferred tax assets and liabilities (including the impact of available carryback and carryforward periods), projected future taxable income, and tax planning strategies in making this assessment. To the extent the Company believes that it does not meet the test that recovery is more likely than not, it establishes a valuation allowance. To the extent that the Company establishes a valuation allowance or changes this allowance in a period, it adjusts the tax provision or tax benefit in the consolidated statement of operations. Management uses its best judgment in determining provisions or benefits for income taxes, and any valuation allowance recorded against previously established deferred tax assets.
 Loss Contingencies
 The Company accrues costs relating to litigation claims and other contingent matters when such liabilities become probable and reasonably estimable. Such estimates may be based on advice from third parties or on management's judgment, as appropriate. Revisions to contingent liabilities are reflected in the consolidated statements of operations in the period in which different facts or information become known or circumstances change that affect the Company's previous judgments with respect to the likelihood or amount of loss. Amounts paid upon the ultimate resolution of contingent liabilities may be materially different from previous estimates and could require adjustments to the estimated reserves to be recognized in the period such new information becomes known. In circumstances where the most likely outcome of a contingency can be reasonably estimated, the Company accrues a liability for that amount. Where the most likely outcome cannot be estimated, a range of potential losses is established and if no one amount in that range is more likely than others, the low end of the range is accrued.

 New Accounting Pronouncements
 Recently Adopted Accounting Standards
 In November 2023, the Financial Accounting Standards Board (FASB) issued Accounting Standards Update (ASU) 2023-07 "Segment Reporting (Topic 280): Improvements to Reportable Segment Disclosures" which expands annual and interim disclosure requirements for reportable segments, primarily through enhanced disclosures about significant segment expenses. The Company adopted ASU 2023-07 during the year ended December 31, 2024. See Note 18 for further details.
 Recently Issued Accounting Standards Not Yet Adopted
 In December 2023, the FASB issued ASU 2023-09 "Income Taxes (Topics 740): Improvements to Income Tax Disclosures" to expand the disclosure requirements for income taxes, specifically related to the rate reconciliation and income taxes paid. ASU 2023-09 is effective for our annual periods beginning January 1, 2025, with early adoption permitted. We are currently evaluating the potential effect that the updated standard may have on our financial statement disclosures.

 Note 3 — Reverse Recapitalization
 On December 19, 2023, the Merger was accounted for as a reverse recapitalization under U.S. GAAP. Legacy ICI was the accounting acquirer and Legacy SMAP was the accounting acquiree for financial reporting purposes.
 Accordingly, for accounting purposes, the financial statements of the Company represent a continuation of the financial statements of Legacy ICI with the Merger being treated as the equivalent of ICI issuing stock for the net assets of Legacy SMAP, accompanied by a recapitalization. The net assets of Legacy SMAP are stated at historical cost, with no goodwill or other intangible assets recorded. Operations prior to the Merger are presented as those of Legacy ICI.
 The following table reconciles the elements of the Merger to the consolidated statement of cash flows for the year ended December 31, 2023:

 Recapitalization and associated transactions

 Cash (Trust)

 $

 17,996

 Redemptions

 ( 16,430)

 Less: fees to underwriters and advisors

 ( 3,910)

 Net cash due to Merger recapitalization

 ( 2,344)

 Issuance of Financing notes

 4,481

 Net cash received from Financing transaction and Merger recapitalization

 $

 2,137

 For the year ended December 31, 2023, the Company incurred transaction costs related to the Business Combination of approximately $ 7,595 which are included as a reduction in APIC on the consolidated statements of changes in shareholders' equity. Pursuant to the Business Combination Agreement, at the effective time of the Merger each outstanding share of Legacy ICI common stock ( 804,194 shares) were converted into common stock of the Company based on the Exchange Ratio described in Note 1. Under the Business Combination Agreement, the surviving company would have been obligated under certain circumstances to issue 2.4 million shares of common stock following the Business Combination. The earnout provision under the Business Combination Agreement was subsequently cancelled on March 7, 2024.

 Note 4 — Revenue
 The following table summarizes the Company's revenue disaggregated by type of product and service:

 2024

 2023

 Hardware

 $

 5,694

 $

 4,270

 Software

 1,003

 Services

 Total revenue

 $

 7,402

 $

 5,430

 Contract Liabilities
 Contract liabilities consist of sales of software subscriptions, where in most cases, the Company receives up-front payment and recognizes revenue over the subscription term. The Company classifies these contract liabilities as either current or non- current liabilities based on the expected timing of recognition of related revenue. Current contract liabilities were $ 483 and $ 1,944 and non-current contract liabilities were $ 83 and $ 121 as of December 31, 2024 and December 31, 2023, respectively. The change in contract liabilities is primarily related to additional subscription sales, offset by revenue recognition over the subscription term, which is generally 12-months.

 Accounts Receivables Allowance
 The following table summarizes the change in the accounts receivables allowance:

 2024

 2023

 Beginning balance

 $

 $

 Write-off of accounts receivable

 ( 186)

 ( 304)

 Bad debt expense

 Ending balance

 $

 $

 Note 5 — Property, Plant and Equipment
 The following table summarizes our property, plant and equipment:

 2024

 2023

 Vehicles

 $

 $

 Buildings

 —

 Computer equipment

 —

 Furniture and fixtures

 —

 Machinery. equipment, and demo

 1,404

 Internal-use software

 5,422

 3,126

 Property, plant and equipment, gross

 $

 6,056

 $

 4,955

 Less: accumulated depreciation

 ( 2,093)

 ( 1,871)

 Property, plant and equipment, net

 $

 3,963

 $

 3,084

 Depreciation expense was $ 1,140 and $ 872 for the years ended December 31, 2024, and 2023, respectively. During the twelve months ended December 31, 2024, the Company disposed of certain aged or inoperable assets, primarily in the Machinery and equipment category, resulting in a loss on disposal of $ 322. The related loss is recorded under Loss (gain) on asset disposal within the Consolidated Statements of Operations.

 Note 6 — Other Current Assets
 The following table summarizes our other current assets:

 2024

 2023

 Prepaid expenses

 $

 Restricted cash equivalents

 —

 Prepaid inventory purchases and deposits

 $

 1,209

 Other receivables

 Total other current assets

 $

 1,140

 $

 1,988

 During the twelve months ended December 31, 2024, the Company recorded a write-down of a deposit of $ 930 with a vendor. In Q3 2024, we determined specific events, including the reorganization of the vendor, which has indicated that the carrying amount of the deposit might not be recoverable or provide future economic benefit to the Company. The related loss is recorded under Other loss within the Condensed Consolidated Statements of Operations.

 Note 7 — Inventories
 The following table summarizes inventories:

 2024

 2023

 Hardware

 $

 2,553

 $

 4,955

 Parts and supplies

 1,627

 1,975

 Inventories, current

 $

 4,180

 $

 6,930

 Hardware

 $

 $

 Parts and supplies

 Inventories, noncurrent

 $

 $

 Total inventories

 $

 5,045

 $

 7,573

 The Company recorded an inventory impairment of $ 2,272 and $ 1,689 for the twelve months ended December 31, 2024 and 2023, respectively. The impairment recorded during the twelve months ended December 31, 2024 was primarily related to thermal cameras specifically designed for medical applications that have been unable to be converted to alternative applications for which there is customer demand. The impairment recorded during the twelve months ended December 31, 2023 was related to temperature reference products that were not expected to be sold based on customer demand and market conditions.

 Note 8 — Accrued Expense
 The following table summarizes accrued expenses:

 2024

 2023

 Salaries, wages, and payroll taxes payable

 Interest

 —

 Professional fees

 —

 3,298

 Other

 Total accrued expense

 $

 1,095

 $

 3,543

 Note 9 — Debt
 Lines of Credit
 On January 22, 2023, the Company entered into an asset-based revolving credit agreement with B1 Bank. The line of credit provided an aggregate revolving credit commitment of $ 3,000, subject to a borrowing base consisting of eligible accounts receivable and inventory. The Line of Credit included borrowing capacity available for letters of credit and revolving loans available for working capital and other general corporate purposes. The maturity date was January 22, 2024. During the first half of 2023 the Company borrowed $ 900, which was repaid in December 2023. The Line of Credit agreement has since lapsed and has not been renewed. There was no outstanding debt balance associated with the Line of Credit as of both December 31, 2024, and 2023.
 In December 2023, the Company entered into a line of credit agreement with First Insurance Funding. There was an outstanding balance of $ 622 as of December 31, 2023. During the twelve-month period ended December 31, 2024, the Company fully paid off and closed the line of credit.
 Promissory Notes
 In June 2020, the Company issued a promissory note to its majority shareholder in an amount of $ 29,718. On May 31, 2023, the Company completed the conversion of the outstanding principal and accrued and unpaid interests of the shareholder promissory note into shares of Class A Common Stock. At the time of conversion, the total face value of the shareholder promissory note was $ 18,501, comprising $ 18,247 in principal and $ 254 in accrued interest. In exchange for the contribution of the shareholder promissory note, the

 Company issued 142,028 shares of its Class A Common Stock to the creditor, in accordance with ASC 405-20-40, "Liabilities - Extinguishments of Liabilities - Derecognition". No cash was exchanged as part of this transaction.
 In August 2022, the Company borrowed $ 1,000 under an unsecured non-interest-bearing promissory note with a related party to fund short-term working capital needs. The promissory note shall be payable in full on any future date on which the lender demands repayment. On December 19, 2023, in connection with the Business Combination, the promissory note was exchanged for an equal amount of Financing Notes which resulted in loss on the extinguishment of debt of $ 594 recorded under loss on financing transaction within the Consolidated Statements of Operations.
 In 2022, the Company borrowed $ 200 under an unsecured promissory note with a related party to fund short-term working capital needs. There was an outstanding balance of $ 200, as of December 31, 2023. The promissory note was fully paid off during Q1 2024, leaving no balance outstanding as of December 31, 2024.
 In June 2023, the Company borrowed $ 375 under an unsecured promissory note to fund short-term working capital needs. There was an outstanding balance of $ 375 as of December 31, 2023, which was fully paid off during Q3 2024, leaving no balance outstanding as of December 31, 2024. The promissory note incurred $ 59 in interest during the twelve-month period ended December 31, 2024
 In December 2023, the Company borrowed $ 200 under an unsecured non-interest-bearing promissory note with Legacy SMAP to fund short-term working capital needs. There was an outstanding balance of $ 200, as of December 31, 2023. The $ 200 promissory note was converted into shares of Common Stock at a price of $ 3.33 per share.
 In April, May and November 2023, Legacy SMAP secured operational working capital of $ 1,524. The promissory notes were not interest bearing and were not convertible into any securities of the company. The promissory notes were to be payable upon consummation of an initial business combination; provided that the Company has the right to extend the repayment date for up to 12 months thereafter in the event that the minimum cash transaction is not met or would not be met but for such extension. The minimum cash transaction proceeds were not met at the closing of the Business Combination, and as such, the Company has elected to extend repayment of the promissory notes beyond closing. On December 19, 2023, in connection with the Business Combination, $ 1,324 of the promissory notes were exchanged for an equal amount of financing notes which resulted in loss on the extinguishment of debt of $ 787 recorded under loss on financing transaction within the Consolidated Statements of Operations. As of December 31, 2024, the balance outstanding was $ 172.
 Convertible Notes
 In January 2023, the Company issued unsecured Convertible Notes with several accredited private investors in an aggregate principal amount of $ 150. The Convertible Notes were converted to equity on December 19, 2023, as part of the Business Combination.
 Financing Notes
 On December 19, 2023, in connection with the Business Combination, the Company issued the Financing Notes to several accredited private investors in an aggregate principal amount of $ 6,805, including $ 2,324 of which were issued in exchange for other debt instruments as described above. There was outstanding balance of $ 5,695 as of December 31, 2023. During the twelve months ending December 31, 2024, $ 6,170 of the Financing Notes were converted into shares of Common Stock for 949,663 shares of Common Stock, which included 41,016 shares to a related party. The Company issued an additional 492,500 shares of Common Stock to the converted principal balance of the Financing Notes which resulted in a loss of $ 1,381 recorded under Loss on Financing Transaction within the Consolidated Statements of Operations.

 Note 10 — Share-Based Compensation
 Stock Options
 On October 9, 2020, the Company implemented the 2020 Equity Incentive Plan, pursuant to which the Company's Board of Directors may grant stock options to employees and non-employees. Stock options could be granted under the Plan with an exercise price equal to the share's fair value at the grant date. On December 19, 2023, the Business Combination triggered accelerated vesting of

 all outstanding stock options. The options expire ten years after issuance. Total share-based compensation expense related to stock options recognized in selling, general and administrative expenses in 2023 was $ 1,197.
 The grant date fair value of each option award is estimated on the date of grant using the Black-Scholes- Merton option-pricing model based on the following weighted average assumptions:

 2023

 Valuation assumptions:

 Exercise price per share*

 $

 7.27

 Expected term (in years)

 6.0

 Expected share volatility

 39.14

 %

 Expected dividend yield

 —

 Risk free rate

 4.12

 %

 *Adjusted for the Exchange Ratio as a result of the Business Combination.

 During the twelve-months ended December 31, 2024, no option awards were granted and 182,006 option awards were forfeited. As of December 31, 2024, 938,180 option awards remained outstanding with a weighted average exercise price of $ 6.62.

 Restricted Stock Units
 In December 2023, the Company granted 1,886,166 Transaction RSU Awards to certain employees. These RSUs were assigned a fair value of $ 6.82, which is based on the fair value of the Company's common stock on the date of the grant. In April 2024, the Company granted 1,382,909 Transaction RSU Awards to certain employees upon the effectiveness of the Form S-8. These RSUs were assigned a fair value of $ 2.26, which is based on the fair value of the Company's common stock on the date of the grant. Each Transaction RSU Award is to be settled in twelve substantially equal monthly installments starting on the date following the first anniversary of the closing of the Business Combination. In December 2024, the Company settled 100,433 shares net of 171,990 shares withheld to cover taxes.
 In August 2024, the Company granted 150,000 restricted stock units at a weighted average price of $ 2.17, which was based on the fair value of the Company's common stock on the date of the grant.
 The following table summarizes the Company's RSU activity during the year ended December 31, 2024 and 2023

 Weighted

 Number

 Average Grant

 of shares

 Date Fair Value

 Non-vested at January 1, 2023

 —

 $

 —

 Granted

 1,886,166

 6.82

 Vested

 —

 —

 Forfeited

 —

 —

 Expired

 —

 —

 Nonvested at December 31, 2023

 1,886,166

 $

 6.82

 Granted

 1,634,468

 2.25

 Vested

 ( 3,370,634)

 4.81

 Forfeited

 —

 —

 Expired

 —

 —

 Nonvested at December 31, 2024

 150,000

 $

 2.17

 The Company recognized total share-based compensation expense related to RSUs of $ 3,161 and $ 12,864 for the twelve-month periods ended December 31, 2024 and 2023, respectively, under Share-based compensation expense on the Condensed Consolidated Statements of Operations.
 Equity Grants
 During the twelve-month period ended December 31, 2024, the Company granted non-employee directors a total of 101,559 shares at a weighted average price of $ 2.18. The fair value was based on the Company's common stock on the date of the grants. The

 Company recognized a total share-based compensation expense related to Board of Directors equity grants of $ 221 for the twelve-month period ended December 31, 2024 under Share-based compensation expense on the Consolidated Statements of Operations.

 Note 11 — Shareholders Equity
 Total authorized capital stock of the Company as of December 31, 2024, is 300,000,000 shares of common stock. As of December 31, 2024, and December 31, 2023, there were 30,526,052 and 11,956,823 shares of common stock issued and outstanding and no shares of preferred stock issued or outstanding, respectively.
 Equity Line of Credit
 On April 16, 2024, the Company entered into a Common Stock Purchase Agreement (the "Purchase Agreement") with B. Riley Principal Capital II, LLC ("B. Riley"), pursuant to which, upon the terms and subject to the satisfaction of the conditions contained in the Purchase Agreement, we have the right, in our sole discretion, to sell to B. Riley up to $ 25,000 of shares of the Common Stock (subject to certain limitations contained in the Purchase Agreement), from time to time during the term of the Purchase Agreement through a Market Open Purchase or an Intraday Purchase on any Purchase Date (each term as defined in the Purchase Agreement). Sales of Common Stock pursuant to the Purchase Agreement, and the timing of any sales, are solely at our option, and we are under no obligation to sell any securities to B. Riley under the Purchase Agreement (such transaction, the "B. Riley Transaction"). The Company evaluated this common stock purchase agreement to determine whether they should be accounted for considering the guidance in ASC 815-40, "Derivatives and Hedging - Contracts on an Entity's Own Equity" ("ASC 815-40") and concluded that it is an equity-linked contract that does not qualify for equity classification, and therefore requires fair value accounting as a derivative. The Company has analyzed the terms of the freestanding purchased put right and has concluded that it had insignificant value as of December 31, 2024.
 Pursuant to the terms of the Purchase Agreement, at the time the Purchase Agreement and the Registration Rights Agreement, as defined below, were signed, the Company issued 171,821 shares of common stock, to B.Riley as consideration for its commitment to purchase shares of the Company's common stock under the Purchase Agreement. The cost of this on the effective date of the equity line of credit ("ELOC") was $ 500 and component of Other (Income) Expenses, Net in the accompanying Consolidated Statements of Operations. Under the terms of the Common Stock Purchase Agreement, if the aggregate proceeds received by B. Riley from its resale of the Commitment Shares is less than $ 500 then, upon notice by B. Riley, the Company must pay the difference between $ 500, and the aggregate proceeds received by B. Riley from its resale of the Commitment Shares. On December 31, 2024, the fair market value of the Commitment Shares was $ 316. Therefore, the Company's make-whole obligation was $ 184, and this amount was recorded in Other Current Liabilities in the accompanying Consolidated Balance Sheets. The change in the fair value of the make-whole obligation is recorded as a component of Other (Income) Expenses, Net in the accompanying Consolidated Statements of Operations. On January 8, 2025, B.Riley notified the Company that it had sold the Commitment Shares, which resolved the liability.
 Through December 31, 2024, the Company utilized the B. Riley Committed Equity Facility to sell 23,999 shares of Common Stock for cash proceeds totaling $ 58. Offering costs associated with these transactions were recorded as Other (Income) Expenses, Net in the Consolidated Statements of Operations for the twelve months ended December 31, 2024 and in operating activities in the Consolidated Statements of Cash Flow.
 Public Equity Offering
 On July 1, 2024, the Company consummated a public offering (the "Public Offering") of 6,250,000 shares of common stock, par value $ 0.0001 per share. The common stock was sold at a public offering price of $ 1.60 per share less the underwriting discount. In connection with the Public Offering, the underwriters were granted a 45-day option from the date of the prospectus to purchase up to 937,500 additional shares of Common Stock at the public offering price, less the underwriting discount. On June 28, 2024, the underwriters fully exercised the over-allotment option. Gross proceeds from the Public Offering were $ 11,500 before deducting underwriting discounts, commissions and offering expenses of $ 1,853.
 Private Placement Equity Offering
 On June 27, 2024, the Company entered into a placement agency agreement for the private placement (the "2024 Private Placement") of (i) 2,772,561 shares of common stock (the "Placement Shares"); and (ii) pre-funded warrants to purchase up to 6,602,439 shares of common stock (the "Pre-Funded Warrants"). The purchase price of the Placement Shares was $ 1.60 per share and the purchase

 price of each Pre-Funded Warrant was $ 1.5999. The exercise price for each share of Common Stock issuable upon exercise of the Pre-Funded Warrants is $ 0.0001 per share. The closing of the 2024 Private Placement occurred simultaneously with the closing of the Public Offering on July 1, 2024.
 Upon the closing of the 2024 Private Placement, the Company entered into a voting agreement, dated as of July 1, 2024, with certain stockholders of the Company representing greater than 50% of the issued and outstanding Common Stock of the Company (prior to the Public Offering and 2024 Private Placement) to support an authorization by the Company's stockholders for the Company to issue the share of Common Stock underlying the Pre-Funded Warrants in accordance with applicable Nasdaq rules. On August 23, 2024, the proposal was voted upon and approved by our stockholders, and on September 24, 2024, the holders of the pre-funded warrants exercised their warrants in exchange for Common Stock. Gross proceeds from the 2024 Private Placement were $ 15,000 before deducting underwriting discounts, commissions and offering expenses of $ 2,418.

 Note 12 — Earnings (loss) per Share
 Basic earnings (loss) per share is computed in accordance with ASC 260, Earnings Per Share, by dividing the net loss attributable to holders of common stock by the weighted average shares of common stock outstanding during the period. Diluted earnings (loss) per share is computed by dividing net income by the weighted average shares of common stock outstanding, including the dilutive effects of stock options. Since the Company was in a net loss position for the years ended 2024 and 2023, basic net loss per share is the same as diluted net loss per share as the inclusion of all potential common shares outstanding would have been antidilutive.
 The following table summarizes the computation of basic and diluted earnings (loss) per share:

 2024

 2023

 Numerator:

 Basic and Diluted Net loss attributable to common stockholders

 $

 $

 Denominator:

 Weighted average number of shares:

 Basic - Common Stock

 20,119,161

 6,257,476

 Diluted - Common Stock

 20,119,161

 6,257,476

 Basic Net loss per share attributable to common stockholders

 $

 ( 1.07)

 $

 ( 3.56)

 Diluted Net loss per share attributable to common stockholders

 $

 ( 1.07)

 $

 ( 3.56)

 The table above does not include (i) up to 8,625,000 shares of new Common Stock that will be issuable upon exercise of the Company's outstanding public warrants at an exercise price of $ 11.50 per share for cash, (ii) up to 506,250 shares of new Common Stock that will be issuable upon exercise of the Company's outstanding private warrants at an exercise price of $ 11.50 per share, (iii) up to 340,250 shares of Common Stock that will be issuable upon exercise of the Financing Warrants at an exercise price of $ 11.50 per share for cash, (iv) shares of Common Stock that will be issuable upon the exercise of Company's Options, (v) 1,728,986 shares of Common Stock underlying the Company's RSU Awards that were vested at January 1, 2024 but not issued as of December 31, 2024, (vi) 1,267,667 shares of Common Stock underlying the Company's RSU Awards that were vested at April 1, 2024 but not issued as of December 31, 2024 or (vii) 150,000 RSU awards issued under the 2023 Incentive Award Plan.

 Note 13 — Related Party Transactions
 Related Party Promissory Notes
 Please refer to the discussion in Note 9 regarding promissory notes with related parties.
 Leases
 The Company leases its corporate office and one production facility from its majority shareholder under two operating lease agreements. The Company paid the majority shareholder total lease payments $ 105 and $ 163 for the years ended December 31, 2024, and 2023, respectively.

 Note 14 — Leases
 Operating leases
 The Company leases consist of operating leases related to corporate offices and production facilities. Supplemental Consolidated Balance Sheet information for operating leases on December 31, 2024, and 2023, is as follows:

 2024

 2023

 Assets

 Right-of-use assets, net

 $

 $

 Liabilities

 Right-of-use liabilities, current

 Components of operating lease cost for the twelve months ending December 31, 2024, and 2023:

 2024

 2023

 Components operating lease cost

 Operating lease cost

 $

 $

 Short-term leases

 For the years ended December 31, 2024, and 2023, the Company incurred operating lease expense totaling $ 196 and $ 174, respectively, and operating lease expense was recognized on a straight-line basis over the term of the lease. Remaining operating lease term and discounted rates as of December 31, 2024, and 2023, are as follows:

 2024

 2023

 Weighted-average remaining lease term (years)

 0.9

 0.9

 Weighted-average discount rate

 %

 %

 Supplemental cash flow information related to leases for the twelve months ending December 31, 2024, and 2023, is as follows:

 2024

 2023

 Right of use assets obtained in exchange for lease liabilities

 $

 $

 Cash paid for amounts included in the measurement of lease liabilities

 Operating lease payments

 Maturities of operating lease liabilities for continuing operations are as follows:

 For the twelve months ending December 31,

 2025

 $

 2026

 —

 2027

 —

 2028

 —

 2029

 —

 Thereafter

 —

 Total operating lease payments

 $

 Less: imputed interest

 —

 Present value of operating lease liabilities

 $

 Note 15 — Commitments and Contingencies
 Contingencies
 Liabilities for loss contingencies arising from claims, earn-outs, assessments, litigation, fines, and penalties and other sources are recorded when it is probable that a liability has been incurred and the amount can be reasonably estimated. Legal costs incurred in connection with loss contingencies are expensed as incurred.
 In the ordinary course of the business, the Company is subject to periodic legal or administrative proceedings. As of December 31, 2024, and 2023, the Company was not involved in any material claims or legal actions.

 Note 16 — Income taxes
 The components of the provision (benefit) for income taxes for the years ended December 31, 2024, and 2023 were as follows:

 2024

 2023

 Current:

 Federal

 $

 ( 446)

 $

 State

 ( 80)

 Total current

 ( 526)

 Deferred:

 Federal

 ( 71)

 State

 —

 —

 Total deferred

 ( 71)

 Total income tax provision

 $

 $

 2024

 2023

 Deferred Tax Assets:

 Accruals, Others

 $

 $

 Reserves

 UNICAP & Inventoriable Costs

 Inventory Impairment

 1,612

 1,134

 Leases

 Interest Carryforward

 Financial Instruments

 1,392

 Intangibles

 Other

 Net Operating Losses

 7,109

 3,849

 Valuation Allowance

 ( 9,350)

 ( 7,011)

 Total deferred tax assets

 $

 Deferred Tax Liabilities:

 Prepaid Expense

 $

 ( 62)

 ( 162)

 Book Tax Depreciation

 ( 640)

 ( 597)

 Other

 —

 —

 Leases

 ( 30)

 ( 30)

 Total deferred tax liabilities

 ( 732)

 ( 789)

 Deferred tax (liabilities) assets, net

 $

 ( 80)

 $

 ( 18)

 The total provision (benefit) for income taxes for the years ended December 31, 2024, and 2023 varies from the federal statutory rate as a result of the following:

 2024

 2023

 Loss before income tax expense

 $

 ( 21,960)

 $

 ( 22,060)

 Statutory tax rate

 %

 %

 ( 4,612)

 ( 4,633)

 Increase (decrease) resulting from:

 Permanent Differences

 1,681

 2,300

 State Income Tax, net of FBOS

 —

 ( 177)

 Movement in receivables

 ( 619)

 —

 Valuation Allowance

 2,338

 3,428

 Deferred Adjustment

 —

 Other, net

 ( 710)

 Current income tax expense (benefit)

 ( 526)

 Deferred income tax (benefit)

 ( 71)

 Total

 $

 $

 Deferred income taxes reflect the impact of temporary differences between the amount of assets and liabilities recognized for financial reporting purposes and such amounts recognized for tax purposes. As a result of the Company's evaluation of both the positive and negative evidence, the Company determined it does not believe it is more likely than not that its deferred tax assets will be utilized in the foreseeable future and has recorded a valuation allowance. For the year ended December 31, 2024, the Company recognized an income tax benefit primarily driven by federal tax refunds. For the year ended December 31, 2023, the Company recognized income tax expense because of a true-up on the federal tax payable and interest on late payment of the federal tax payable.
 During 2024, the Company determined that it experienced an ownership change as defined under Internal Revenue Code Section 382. The result of the ownership change is subjecting tax attributes to an annual limitation which includes the utilization of the Company's net operating losses. As a result of the merger with Legacy SMAP, the Company acquired a federal net operating loss tax attribute. These net operating losses are fully limited under section 382. The Company will continue to monitor ownership changes throughout future periods.
 Changes in the valuation allowance are as follows:

 2024

 2023

 Balance, beginning of the year

 $

 7,011

 $

 3,583

 Additions to valuation allowance

 2,339

 3,428

 Balance, end of the year

 9,350

 7,011

 The Company intends to continue maintaining a valuation allowance on its deferred tax assets until there is sufficient evidence to support reversal of all or some portion of these allowances.
 The Company reported U.S. net operating loss carryforwards of $ 30,797 and state net operating loss carryforward of $ 39,677. For federal income tax purposes the $ 30,797 of net operating losses will not expire. For state income tax purposes, the Company has $ 36,298 of net operating losses which are subject to expiration. The carryforward life for the net operating losses is dependent on the rules for each jurisdiction and therefore the losses are subject to expiration with the earliest year being 2037 and the latest year being 2044. The Company experienced an ownership change on July 1, 2024, and as a result both federal and state net operating losses before that date are subject to 382 limitations. In addition, the Company also had U.S. interest limitation carryforwards of $ 133 with an indefinite expiration date.

 There were no unrecognized tax benefits or activity for the years ended December 31, 2024 and 2023.

 The Company recognizes interest and penalties related to unrecognized tax benefits within the provision for income taxes in the consolidated statement of operation and as of December 31, 2024, and 2023. We file income tax returns in the U.S. as well as in various states and the Company notes that the earliest year open to examination is 2020. The Company is not currently under examination by any major tax jurisdiction.

 Note 17 — Fair Value Measurements
 The Company's financial instruments consist of cash and cash equivalents, accounts receivables and accounts payables, where the carrying amount approximates fair value due to the short-term nature of each instrument.
 The fair value of the Company's outstanding warrants as of December 31, 2024, and 2023 was $ 10 and $ 49, respectively, and was classified as Level 3 within the fair value hierarchy.

 Fair Value Assumption – Warrants

 December 31, 2024

 Exercise Price

 $

 11.50

 Warrant term

 3.97 years

 Maturity date

 12/19/2028

 Stock Price

 $

 1.84

 Risk rate

 4.27

 %

 Volatility

 42.26

 %

 Fair Value Assumption – Warrants

 December 31, 2023

 Exercise Price

 $

 11.50

 Warrant term

 4.97 years

 Maturity date

 12/19/2028

 Stock Price

 $

 3.35

 Risk rate

 3.75

 Volatility

 33.29

 The Financing Notes (see Note 9) which were converted to equity during the twelve months ending December 31, 2024, were valued as of December 31, 2023 using a probability-weighted expected return method ("PWERM") based on the probabilities of different potential outcomes for the note. The fair value of the convertible note was determined using the following significant unobservable inputs.
 The fair value of the Financing Notes as of December 31, 2023 is $ 5,695 and is classified as Level 3 within the fair value hierarchy.

 Fair Value Assumption – Financing Note

 December 31, 2023

 Principal

 $

 6,805

 Discount rate

 20.00

 %

 Note term

 2.97 years

 Stock Price

 $

 3.35

 Maturity date

 12/19/2026

 Risk rate

 3.92

 %

 Volatility

 32.49

 %

 Note 18 — Segments and geographical information
 The Company has one reportable and operating segment, the manufacturing and distributing of sensor-based systems, software, and services. The Company holds 99 % of its assets within the United States. The Company derives revenue primarily in North America and manages the business activities on a consolidated basis. The following table summarizes revenue based upon the customers' country of origin:

 2024

 2023

 United States

 $

 5,825

 4,361

 International

 1,577

 1,069

 Total revenue, net

 $

 7,402

 5,430

 The Company's chief operating decision maker ("CODM") is its Chief Executive Officer. The CODM uses consolidated net income to evaluate income generated from segment assets (return on assets) in deciding whether to reinvest profits into the segment or

 into other parts of the entity, such as for acquisitions. Net income is used to monitor budget versus actual results and to perform competitive analysis through benchmarking to competitors. The competitive analysis along with the monitoring of budgeted versus actual results are used in assessing performance of the segment and in establishing management's compensation.
 The table below summarizes the significant expense categories regularly reviewed by the CODM for the years ended December 31, 2024, and 2023:

 2024

 2023

 Revenue, net

 $

 7,402

 5,430

 Cost of goods sold (exclusive of depreciation)

 2,582

 2,297

 Inventory Impairment

 2,272

 1,689

 Operating expenses:

 Selling, general and administrative

 15,655

 8,044

 Payroll Expenses (including bonus)

 6,563

 3,913

 Professional Fees

 6,160

 1,702

 Other selling, general and administrative

 2,932

 2,429

 Other operating expenses

 5,774

 14,877

 Non-operating (income) expenses, net

 3,079

 Provision for income taxes

 See the consolidated financial statements for other financial information regarding the Company's operating segment.

 Note 19 — Subsequent Events
 On January 7, 2025, the Company sold 1,581,213 shares of the Company's common stock via the Company's Equity Line of Credit (see Note 11). As a result of such sales, the Company received net proceeds of $ 4,324.

 Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosure.
 None.
 Item 9A. Controls and Procedures.
 Limitations on Effectiveness of Controls and Procedures
 In designing and evaluating our disclosure controls and procedures, management recognizes that any controls and procedures, no matter how well designed and operated, can provide only reasonable assurance of achieving the desired control objectives. In addition, the design of disclosure controls and procedures must reflect the fact that there are resource constraints, and that management is required to apply judgment in evaluating the benefits of possible controls and procedures relative to their costs.
 Evaluation of Disclosure Controls and Procedures
 Under the supervision and with the participation of the Company's Chief Executive Officer and Chief Financial Officer, management has evaluated the effectiveness of the design and operation of the Company's disclosure controls and procedures (as defined in Rules 13a-15(e) and 15d-15(e) under the Exchange Act) as of December 31, 2024 ("Evaluation Date"). Based upon that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that, as of the Evaluation Date, the Company's disclosure controls and procedures were effective as of December 31, 2024.
 Management's Annual Report on Internal Control over Financial Reporting
 Management of the Company is responsible for establishing and maintaining adequate internal control over financial reporting as defined in Rules 13a-15(f) and 15d-15(f) under the Exchange Act and based upon the criteria established in Internal Control-Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (the "COSO framework"). The Company's internal control over financial reporting is designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of the Company's financial statements for external purposes in accordance with U.S. GAAP. Because of its inherent limitations, the Company's internal control over financial reporting may not prevent or detect all misstatements. Effective internal controls can provide only reasonable assurance with respect to the preparation and fair presentation of financial statements.
 Under the supervision and with the participation of the Company's management, including the Company's Chief Executive Officer and Chief Financial Officer, management has conducted an evaluation of the effectiveness of the Company's internal control over financial reporting using the criteria set forth by the Committee of Sponsoring Organizations of the Treadway Commission (COSO) in Internal Control – Integrated Framework (2013) and SEC guidance on conducting such assessments. Based on evaluation under these criteria, management determined that the Company's internal control over financial reporting was effective as of December 31, 2024.
 Remediation of Prior Material Weakness in Internal Control Over Financial Reporting
 A material weakness is a deficiency, or a combination of deficiencies, in internal control over financial reporting, such that there is a reasonable possibility that a material misstatement of the Company's annual or interim financial statements will not be prevented or detected on a timely basis.
 As previously disclosed in Part II, Item 9A of the Company's Annual Report on Form 10-K for the year ended December 31, 2023, management determined that the Company's internal control over financial reporting was not effective as of December 31, 2023 due to the existence of the material weakness in internal control over financial reporting related to having an insufficient number of personnel with an appropriate degree of accounting and internal controls knowledge, experience, and training to appropriately analyze, record and disclose accounting matters commensurate with our accounting and reporting requirements, which resulted in an inability to consistently establish appropriate authorities and responsibilities in pursuit of our financial reporting objectives.

 During 2024, management conducted a remediation plan to address the material weakness described above. The Company hired additional personnel with the requisite expertise in accounting and internal controls, including individuals with significant experience in financial reporting and compliance. Additionally, these personnel hired have conducted training for our existing accounting and finance staff to enhance their knowledge and skills in accounting principles, internal controls, and financial reporting. The Company also developed and implemented new internal control procedures and enhanced existing controls. During the quarter ended December 31, 2024, our management completed testing of the remediation activities and concluded that the previously identified material weakness was remediated as of December 31, 2024.
 Changes in Internal Control Over Financial Reporting
 Management, together with our CEO and CFO, evaluated the changes in our internal control over financial reporting during the quarter ended December 31, 2024. We implemented a new general ledger accounting and enterprise resource planning system in October 2024. With the implementation, we have realized certain process efficiencies, and we expect this new system to enhance our financial reporting and analysis capabilities in the future. The change in our general ledger and enterprise resource planning system was subject to testing and review both before and after the implementation. Besides the system implementation discussed, we determined that there were no other changes in our internal control over financial reporting during the quarter ended December 31, 2024 that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.
 Item 9B. Other Information.
 (a) Disclosure in lieu of reporting on a Current Report on Form 8-K.
 Amended and Restated Bylaws. On March 25, 2025, the Company's Board of Directors approved the Company's Second Amended and Restated Bylaws to clarify, among other things, (i) the procedure for the right of shareholders to bring business before a shareholder meeting, (ii) information to be provided by shareholders who submit proposals at the Company's annual or special meetings, (iii) requirements for notices of shareholder meetings and (iv) the conduct of business at a shareholder meeting. The above description of the changes to the Company's Second Amended and Restated Bylaws is a summary and does not purport to be complete. It is subject to and qualified in its entirety by reference to such bylaws filed herewith as an exhibit to this annual report.
 (b) Insider Trading Arrangements and Policies.
 During the quarter ended December 31, 2024, no director or "officer" (as defined in Rule 16a-1(f) under the Exchange Act) of the Company adopted or terminated a " Rule 10b5-1 trading arrangement" or " non-Rule 10b5-1 trading arrangement," as each term is defined in Item 408(a) of Regulation S-K.

 Item 9C. Disclosure Regarding Foreign Jurisdictions that Prevent Inspections.
 Not applicable.

 Item 10. Directors, Executive Officers and Corporate Governance.
 Executive Officers and Directors
 The following table provides information regarding our executive officers and members of our board of directors as of the date of this Annual Report on Form 10-K:

 Name

 Position(s) at the Company

 Principal Employment

 Stuart Flavin III

 Director and Interim Chief Executive Officer and President

 Same

 Robert Nadolny

 Chief Financial Officer

 Same

 Peter Baird

 Chief Commercial Officer

 Same

 Steve Guidry

 General Counsel

 Same

 Steven Winch

 Director and Senior Advisor

 Same

 David Gow

 CEO and President of Center for Houston's Future

 Reid Ryan

 Founder and CEO of Ryan-Sanders Baseball, Inc.

 Petros Kitsos

 Managing Principal of TBL Companies, LLC

 Margaret Chu

 CFO and Executive Advisor of Infillion

 Daniel Friedberg

 Managing Member of 325 Capital

 The remaining information required by this Item will be included in our definitive proxy statement for our 2025 Annual Meeting of Stockholders (the "2025 Proxy Statement"), expected to be filed with the SEC no later than 120 days after December 31, 2024, and is incorporated herein by reference.

 Item 11.Executive Compensation.
 The information required by this Item will be included in the 2025 Proxy Statement and is incorporated herein by reference.

 Item 12.Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.
 The information required by this Item will be included in the 2025 Proxy Statement and is incorporated herein by reference.

 Item 13.Certain Relationships and Related Transactions, and Director Independence.
 The information required by this Item will be included in the 2025 Proxy Statement and is incorporated herein by reference.

 Item 14.Principal Accountant Fees and Services.
 The information required by this Item will be included in the 2025 Proxy Statement and is incorporated herein by reference.

 Item 15.Exhibits and Financial Statement Schedules
 (a)(1) Financial Statements.
 The following financial statements are filed as part of this report under Item 8—"Financial Statements and Supplementary Data."
 Index to Consolidated Financial Statements

 Pages

 Report of Independent Registered Public Accounting Firm (PCAOB ID No.34)

 Consolidated Balance Sheets as of December 31, 2024 and 2023

 Consolidated Statements of Operations for the Years Ended December 31, 2024 and 2023

 Consolidated Statements of Changes in Shareholders' Equity for the Years Ended December 31, 2024 and 2023

 Consolidated Statements of Cash Flows for the Years Ended December 31, 2024 and 2023

 Notes to the Consolidated Financial Statements

 69 to 87

 (a)(2) Financial Statement Schedules.
 All financial statement schedules have been omitted because they are not applicable, not required or the information required is shown in the financial statements or the notes thereto.

 (a)(3) Exhibits.
 The following is a list of exhibits filed as part of this Annual Report on Form 10-K.

 Incorporated by Reference

 Filed /

 Furnished

 Exhibit

 Description

 Form

 Exhibit

 Filing Date

 Herewith

 2.1

 Business Combination Agreement, dated as of December 5. 2022, by and among SportsMap Tech Acquisition Corp., Infrared Cameras Holdings, Inc., and ICH Merger Sub Inc.

 2.1

 12/6/2022

 2.2

 Amendment No. 1 to Business Combination Agreement, dated as of June 27, 2023, by and among SportsMap Tech Acquisition Corp., Infrared Cameras Holdings, Inc., and ICH Merger Sub Inc.

 2.2

 6/28/2023

 2.3

 Amendment No. 2 to Business Combination Agreement, dated September 17, 2023, by and among SportsMap Tech Acquisition Corp., Infrared Cameras Holdings, Inc., and ICH Merger Sub Inc.

 2.2

 9/20/2023

 3.1

 Second Amended and Restated Certificate of Incorporation MultiSensor AI Holdings, Inc., as amended through February 12, 2024

 *

 3.2

 Second Amended and Restated Bylaws of MultiSensor AI Holdings, Inc.

 *

 4.1

 Warrant Agreement, dated as of October 18, 2021, by and between the Registrant and Continental Stock Transfer & Trust Company, as warrant agent.

 4.1

 10/21/2021

 4.2

 Form of Pre-Funded Warrant and 325 Capital, LLC

 4.1

 4.3

 Description of Registrant's Securities

 4.2

 3/29/2024

 10.1

 Earnout Waiver Agreement dated March 7, 2024

 10.1

 3/7/2024

 10.2

 Lock-Up Waiver Agreement dated March 7, 2024

 10.2

 3/7/2024

 10.3

 Subscription Agreement, dated March 31, 2024, by and between MultiSensor AI Holdings, Inc. and David Gow

 8-K/A

 10.3

 4/4/2024

 10.4

 Common Stock Purchase Agreement, dated April 16, 2024, between MultiSensor AI Holdings, Inc. and B. Riley Principal Capital II, LLC

 10.1

 4/17/2024

 10.5

 Registration Rights Agreement, dated April 16, 2024 by and between MultiSensor AI Holdings, Inc. and B. Riley Principal Capital II, LLC

 10.2

 4/17/2024

 10.6

 Form of Conversion Agreement re: Note Conversion Inducement Offer and Notice of Conversion of the Convertible Promissory Note, dated December 19, 2023

 10.1

 4/8/2024

 10.7

 Form of Inducement Agreement re: Note Conversion Inducement Offer and Notice of Conversion of the Convertible Promissory Note, dated December 19, 2023

 8-K/A

 10.1

 4/4/2024

 10.8

 Form of Note Amendment to the Convertible Promissory Note, dated as of December 19, 2023

 8-K/A

 10.2

 4/4/2024

 10.9

 Subscription Agreement, effective as of March 31, 2024, by and between MultiSensor AI Holdings, Inc. and David Gow

 8-K/A

 10.3

 4/4/2024

 10.10

 Form of Note Amendment to the Convertible Promissory Note, dated as of December 19, 2023

 10.1

 5/1/2024

 10.11

 Form of PIPE Lock-Up Agreement

 S-1

 10.17

 6/26/2024

 10.12

 Securities Purchase Agreement, dated June 27, 2024, by and between the Company and 325 Capital, LLC

 10.1

 10.13

 Registration Rights Agreement, dated July 1, 2024, by and between the Company and 325 Capital, LLC

 10.2

 10.14

 Voting Agreement, dated July 1, 2024, by and among the Company and certain Key Holders

 9.1

 10.15

 Placement Agency Agreement, dated June 27, 2024, by and between the Company and Roth Capital Partners, LLC

 1.2

 10.16#

 Consulting Agreement, dated November 26, 2024 by and between Gary Strahan and MultiSensor AI Holdings, Inc.

 10.1

 11/27/2024

 10.17#

 Infrared Cameras Holdings, Inc. 2023 Incentive Award Plan

 10.14

 3/29/2024

 10.18#

 Form of Restricted Stock Unit Grant Notice and Award Agreement (Deferred RSUs 2023 Incentive Award Plan)

 10.15

 10.19#

 Form of Stock Option Grant Notice and Agreement (2023 Incentive Award Plan)

 10.16

 10.20#

 Form of Restricted Stock Unit Grant Notice and Agreement as Amended (2023 Incentive Award Plan)

 *

 10.21#

 Amended and Restated 2020 Equity Incentive Plan of Infrared Camera Holdings, Inc.

 10.12

 10.22#

 Form of Stock Option Agreement (2020 Equity Incentive Plan)

 10.13

 19.1

 Insider Trading Policies and Procedures

 *

 21.1

 List of subsidiaries

 21.1

 23.1

 Consent of Deloitte & Touche LLP

 *

 31.1

 Rule 13a-14(a)/15d-14(a) Certification of Chief Executive Officer

 *

 31.2

 Rule 13a-14(a)/15d-14(a) Certification of Chief Financial Officer

 *

 32.1

 Section 1350 Certification of Chief Executive Officer

 **

 32.2

 Section 1350 Certification of Chief Financial Officer

 **

 97.1

 Policy for Recovery of Erroneously Awarded Compensation

 97.1

 3/29/2024

 101.SCH

 101.CAL

 101.DEF

 101.LAB

 101.PRE

 *

 Filed herewith

 **

 Furnished herewith

 Schedules have been omitted pursuant to Item 601(a)(5) of Regulation S-K. The Registrant undertakes to furnish supplemental copies of any of the omitted schedules upon request by the SEC.

 #

 Indicates a management contract of compensatory plan.

 Item 16.Form 10-K Summary.
 None.

 SIGNATURES
 Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.

 Date: March 28, 2025

 By:

 /s/ Stuart V. Flavin III

 Stuart V. Flavin III

 Interim Chief Executive Officer, Interim President and Director

 Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the registrant and in the capacities and on the dates indicated.
 Name

 Title

 Date

 /s/ Stuart V. Flavin III

 Interim Chief Executive Officer, Interim President and Director

 Stuart V. Flavin III

 (Interim Principal Executive Officer)

 /s/ Robert Nadolny

 Chief Financial Officer

 Robert Nadolny

 (Principal Financial Officer and Principal Accounting Officer)

 /s/ Steven Winch

 Steven Winch

 /s/ David Gow

 David Gow

 /s/ Reid Ryan

 Reid Ryan

 /s/ Daniel M. Friedberg

 Daniel M. Friedberg

 /s/ Petros Kitsos

 Petros Kitsos

 /s/ Margaret Chu

 Margaret Chu