CYN Cyngn Inc. - 10-K

Item 1A. Risk Factors

Risks Related to Our Technology, Business, and Industry

Autonomous driving is an emerging technology and involves significant risks and uncertainties.

We develop and deploy a suite of autonomous driving software products that are compatible with existing sensors and hardware to enable autonomous driving on industrial vehicle platforms manufactured and designed by OEMs and other third-party industrial vehicle suppliers. Our autonomous driving technology is highly dependent on internally developed software, as well as on partnerships with third parties such as industrial OEMs and other suppliers.

We partner with OEMs that are seeking to manufacture purpose-built industrial vehicles capable of incorporating our autonomous driving technology. Collaborative partnerships are established through mutually beneficial, non-binding memorandums of understanding or partnership agreements for the purpose of joint go-to-market efforts. In addition to OEMs, we depend on other third parties to produce hardware components, and, in some cases adjacent software solutions, that support our core suite of autonomous driving software products and tools. The timely development and performance of our autonomous driving programs is dependent on the materials, cooperation, and quality delivered by these partners. Further, we do not control the initial design of the industrial vehicles we work with and therefore have limited influence over the production and design of systems for braking, gear shifting, and steering. There can be no assurance that these systems and supporting technologies can be developed and validated at the high reliability standard required for deployment of autonomous industrial vehicles using our technology in a cost-effective and timely manner. Our dependence on these relationships exposes us to the risk that components manufactured by OEMs or other suppliers could contain defects that would cause our autonomous driving technology not to operate as intended.

Our autonomous driving technology is available for production release and is currently being licensed to customers. We plan to continue our scaled commercialization throughout 2025 and beyond. Although we believe that our algorithms, data analysis and processing, and artificial intelligence technology are promising, we cannot assure you that our technology will achieve the necessary reliability for scaled commercialization of autonomous industrial vehicles. For example, we are still improving our technology in terms of handling edge cases, unique environments, and discrete objects. There can be no assurance that our data analytics and artificial intelligence could predict every single potential issue that may arise during the operation of an autonomous industrial vehicle utilizing our autonomous vehicle technology. Furthermore, the release and adoption of EAS and our other technologies and products may not be successful and may take longer than anticipated. If the development of EAS and our other technologies and products is delayed or customers do not adopt and buy our solutions to the extent we anticipate, our business and operating results will be adversely impacted.

We have a limited operating history in a new market and face significant challenges as our industry is rapidly evolving.

You should consider our business and prospects in light of the risks and challenges we face as a new entrant into a novel industry, including, among other things, with respect to our ability to:

design, integrate, and deploy safe, reliable, and quality autonomous vehicle software products and tools for industrial vehicles with our partners on an ongoing basis;

navigate an evolving and complex regulatory environment;

successfully produce with OEM partners a line of purpose-built autonomous industrial vehicles on the timeline we estimate;

improve and enhance our software and autonomous technology;

establish and expand our customer base;

successfully market our autonomous driving solutions and our other products and services;

properly price our products and services;

improve and maintain our operational efficiency;

maintain a reliable, secure, high-performance, and scalable technology infrastructure;

attract, retain, and motivate talented employees;

anticipate and adapt to changing market conditions, including technological developments and changes in competitive landscape; and

build a well-recognized and respected brand.

If we fail to address any or all of these risks and challenges, our business may be materially and adversely affected. There are also a number of additional challenges to the execution and adoption of autonomous vehicle technology in industrial markets, many of which are not within our control, including market acceptance of autonomous driving, governmental licensing requirements, concerns regarding data security and privacy, actual and threatened litigation (whether or not a judgment is rendered against us), and the general perception that an autonomous vehicle is not safe because there is no human driver. There can be no assurance that the market will accept our technology, in which case our future business, results of operations and financial condition could be adversely affected.

The autonomous industrial vehicle industry is in its early stages and is rapidly evolving. Our autonomous driving technology has not yet been commercialized at scale. We cannot assure you that we will be able to adjust to changing market or regulatory conditions quickly or cost-effectively. If we fail to do so, our business, results of operations, and financial condition will be adversely affected.

Our business model has yet to be tested and any failure to commercialize our strategic plans would have an adverse effect on our operating results and business.

Investors should be aware of the difficulties normally encountered by a relatively new enterprise that is beginning to scale its business, many of which are beyond our control, including unknown future challenges and opportunities, substantial risks and expenses in the course of entering new markets and undertaking marketing activities. The likelihood of our success must be considered in light of these risks, expenses, complications, delays, and the competitive environment in which we operate. There is, therefore, substantial uncertainty that our business plan will prove successful, and we may not be able to generate significant revenue, raise additional capital, or operate profitably. We will continue to encounter risks and difficulties frequently experienced by early commercial stage companies, including securing market acceptance for our product and service offerings, scaling up our infrastructure and headcount. We may encounter unforeseen expenses, difficulties, or delays in connection with our growth. In addition, as a result of the capital-intensive nature of our business, we can be expected to continue to sustain substantial operating expenses without generating sufficient revenue to cover expenditures. Any investment in our company is therefore highly speculative and could result in the loss of your entire investment.

Our future business depends in large part on our ability to continue to develop and successfully commercialize our suite of software products and tools. Our ability to develop, deliver, and commercialize at scale our technology to support or perform autonomous operation of industrial vehicles is still unproven.

Our technology suite is currently available on tuggers for production release. However, this technology will need to be continually developed and enhanced for further scaled commercialization. Continued enhancement of our autonomous driving technology is and will be subject to risks, including with respect to:

our ability to continue to enhance our data analytics and software technology;

designing, developing, and securing necessary components on acceptable terms and in a timely manner;

our ability to attract and retain customers;

our ability to pay for research and development costs;

our ability to attract, recruit, hire, and train skilled employees;

our ability to fund the development and commercialization of our technology; and

our ability to enter into strategic relationships with key members in the industrial vehicles and industrial automation industries and component suppliers.

We operate in a highly competitive market and will face competition from both established competitors and new market entrants.

The market for autonomous industrial vehicles and industrial automation solutions is highly competitive. Many companies are seeking to develop autonomous driving and delivery solutions. Competition in these markets is based primarily on technology, innovation, quality, safety, reputation, and price. Our future success will depend on our ability to further develop and protect our technology in a timely manner and to stay ahead of existing and new competitors. Our competitors in this market are working towards commercializing autonomous driving technology and may have substantial financial, marketing, research and development, and other resources.

In addition, we also face competition from traditional industrial vehicle and solution companies. Traditional vehicle and solution providers operating with human drivers are still the predominant operators in the market. Because of the long history of such traditional companies serving our potential customers and industries, there may be many constituencies in the market that would resist a shift towards autonomous industrial vehicles, which could include lobbying and marketing campaigns, particularly because our technology will displace machine operators and drivers.

In addition, the market leaders in our target industries, such as Industrial Material Handling, may start, or have already started, pursuing large scale deployment of autonomous industrial vehicle technology on their own. These companies may have more operational and financial resources than we do. We cannot guarantee that we will be able to effectively compete with them.

We may also face competition from component suppliers and other technology and industrial solution companies if they decide to expand vertically and develop their own autonomous industrial vehicles, some of whom have significantly greater resources than we do. We do not know how close these competitors are to commercializing autonomous driving systems.

Many established and new market participants have entered or have announced plans to enter the autonomous industrial vehicle market. Most of these participants have significantly greater financial, manufacturing, marketing, and other resources than we do and may be able to devote greater resources to the design, development, manufacturing, distribution, promotion, sale, and support of their products. If existing competitors or new entrants commercialize earlier than expected, our competitive advantage could be adversely affected.

Business collaboration with third parties is subject to risks and these relationships may not lead to significant revenue.

Strategic business relationships are and will continue to be an important factor in the growth and success of our business. We have alliances and partnerships, through mutually beneficial non-binding memoranda of understanding or partnering arrangements with other companies in the industrial equipment, automation and automotive industries to help us in our efforts to continue to enhance our technology, commercialize our solutions, and drive market acceptance.

Collaboration with these third parties is subject to risks, some of which are outside our control. For example, certain agreements with our partners grant our partner or us the right to terminate such agreements for cause or without cause. If any of our collaborations with third parties are terminated, it may delay or prevent our efforts to deploy our software products and tools on purpose-built autonomous industrial vehicles at scale. In addition, such agreements may contain certain exclusivity provisions which, if triggered, could preclude us from working with other businesses with superior technology or with whom we may prefer to partner with for other reasons. We could experience delays to the extent our partners do not meet agreed upon timelines or experience capacity constraints. We could also experience disagreement in budget or funding for joint development projects. There is also a risk of other potential disputes with partners in the future, including with respect to intellectual property rights. Our ability to successfully commercialize could also be adversely affected by perceptions about the quality of our or our partners’ vehicles or products.

Risks Related to Our Financial Position and Need for Additional Capital

Losses for the foreseeable future.

We incurred net losses of $23.5 million and $33.3 million for the years ended December 31, 2025, and 2024, respectively. We have not recognized a substantial amount of revenue to date, and we had an accumulated deficit of $216.8 million and $193.4 million as of December 31, 2025 and December 31, 2024, respectively. We have developed and tested our autonomous driving technology but there can be no assurance that it will be commercially successful at scale. Our potential profitability is dependent upon a number of factors, many of which are beyond our control. If we are unable to achieve and sustain profitability, the value of our business and common stock may significantly decrease.

We expect the rate at which we will incur losses to be significantly higher in future periods as we:

design, develop, and deploy our autonomous vehicle software products and tools on industrial vehicle platforms with OEM partners and end customers.

seek to achieve and commercialize deployments of level 4 autonomy for industrial vehicles;

seek to expand our commercial deployments, on a nationwide basis in the United States and internationally;

expand our design, development, maintenance, and repair capabilities;

respond to competition in the autonomous driving market and from traditional industrial solution providers;

respond to evolving regulatory developments in the nascent autonomous industrial vehicle and industrial automation markets;

increase our sales and marketing activities; and

increase our general and administrative functions to support our growing operations and for being a public reporting company.

Because we will incur the costs and expenses from these efforts before we receive any substantial revenue, our losses in future periods will be significant. In addition, we may find that these efforts are more expensive than we currently anticipate or that these efforts may not result in revenue, which would further increase our losses. In particular, we expect to incur substantial and potentially increasing research and development (“R&D”) costs as we continue to develop and enhance EAS and other technology and products for commercialization. While our R&D costs were $12.5 million and $11.3 million during the years ended December 31, 2025 and 2024, respectively, and are likely to grow in the future, we have minimal recurring revenues. Further, because we account for R&D as an operating expense, these expenditures will adversely affect our results of operations in the future. Our R&D program may not produce successful results, and our new products may not achieve market acceptance, create additional revenue, or become profitable.

We have a limited operating history, which makes it difficult to forecast our future results of operations.

We were founded in 2013. As a result of our limited operating history, our ability to accurately forecast our future results of operations is limited and subject to a number of uncertainties, including our ability to plan for and model future growth. Our historical performance should not be considered indicative of our future performance. Further, in future periods, our revenue growth could fluctuate for a number of reasons, including shifts in our offering and revenue mix, slowing demand for our offering, increasing competition, decreased effectiveness of our sales and marketing organization, and our sales and marketing efforts to acquire new customers, failure to retain existing customers, changing technology, a decrease in the growth of our overall market, or our failure, for any reason, to continue to take advantage of growth opportunities. We anticipate that we will encounter risks and uncertainties frequently experienced by growing companies in rapidly changing industries, such as the risks and uncertainties described in this Annual Report.

If our assumptions regarding these risks and uncertainties and our future revenue growth are incorrect or change, or if we do not address these risks successfully, our operating and financial results could differ materially from our expectations, and our business could suffer.

We expect fluctuations in our financial results making it difficult to project future results.

Our results of operations may fluctuate in the future due to a variety of factors, many of which are outside of our control. As a result, our past results may not be indicative of our future performance. In addition to the other risks described herein, factors that may affect our results of operations include the following:

changes in our revenue mix and related changes in revenue recognition;

changes in actual and anticipated growth rates of our revenue, customers, and key operating metrics;

fluctuations in demand for or pricing of our product offerings;

our ability to attract new customers;

our ability to retain our existing customers, particularly large customers;

customers and potential customers opting for alternative products, including developing their own in-house solutions;

investments in new offerings, features, and functionality;

fluctuations or delays in development, release, or adoption of new features and functionality for our offering;

delays in closing sales which may result in revenue being pushed into the next quarter;

changes in customers’ budgets and in the timing of their budget cycles and purchasing decisions;

our ability to control costs;

the amount and timing of payment for operating expenses, particularly research and development and sales and marketing expenses;

timing of hiring personnel for our research and development and sales and marketing organizations;

the amount and timing of costs associated with recruiting, educating, and integrating new employees and retaining and motivating existing employees;

the effects of acquisitions and their integration;

general economic conditions, both domestically and internationally, as well as economic conditions specifically affecting industries in which our customers participate;

the impact of new accounting pronouncements;

changes in revenue recognition policies that impact our technology license revenue;

changes in regulatory or legal environments that may cause us to incur, among other things, expenses associated with compliance;

the impact of changes in tax laws or judicial or regulatory interpretations of tax laws, which are recorded in the period such laws are enacted or interpretations are issued and may significantly affect the effective tax rate of that period;

the impact of global events, including the outbreak of war or conflicts

health epidemics or pandemics, such as the COVID-19 pandemic;

changes in the competitive dynamics of our market, including consolidation among competitors or customers; and

significant security breaches of, technical difficulties with, or interruptions to, the delivery and use of our offering.

Any of these and other factors, or the cumulative effect of some of these factors, may cause our results of operations to vary significantly. If our quarterly results of operations fall below the expectations of investors and securities analysts who follow our stock, the price of our common stock could decline substantially, and we could face costly lawsuits, including securities class action suits.

We may need to raise additional funds and these funds may not be available to us on attractive terms when we need them, or at all.

The commercialization of autonomous vehicles is capital intensive. This includes autonomous industrial vehicles outfitted with our technology and purpose-built autonomous industrial vehicles manufactured by OEMs we intend to partner with. To date, we have financed our operations primarily through the issuance of equity securities in private and public placements. We may need to raise additional capital to continue to fund our commercialization activities, sales and marketing efforts, enhancement of our technology and to improve our liquidity position. Our ability to obtain the necessary financing to carry out our business plan is subject to a number of factors, including general market volatility, investor acceptance of our business plan, regulatory requirements and the successful development of our autonomous technology. These factors may make the timing, amount, terms, and conditions of such financing unattractive or unavailable to us.

We may raise these additional funds through the issuance of equity, equity related, or debt securities. To the extent that we raise additional financing by issuing equity securities or convertible debt securities, our stockholders may experience substantial dilution, and to the extent we engage in debt financing, we may become subject to restrictive covenants that could limit our flexibility in conducting future business activities. Financial institutions may request credit enhancement such as third-party guarantee and pledge of equity interest in order to extend loans to us. We cannot be certain that additional funds will be available to us on attractive terms when required, or at all. If we cannot raise additional funds when we need them, our financial condition, results of operations, business, and prospects could be materially adversely affected.

We have incurred significant losses and continue to manage our cash resources to support our ongoing operations.

The Company incurred net losses of approximately $23.5 million and $33.3 million for the years ended December 31, 2025, and 2024, respectively. In addition, the Company had accumulated deficits of approximately $216.8 million and $193.4 million as of December 31, 2025 and December 31, 2024, respectively, and net cash used in operating activities was approximately $23.6 million and $19.2 million for the year ended December 31, 2025 and 2024, respectively. As of December 31, 2025, the Company’s cash and cash equivalents balance was approximately $1.0 million and the short-term investments balance was $33.7 million. As of December 31, 2024, the Company’s unrestricted cash and cash equivalents balance was $23.6 million and no short-terms investments. Based on cash flow projections from operating, investing and financing activities and the existing balance of cash and short-term investments, management is of the opinion that the Company has sufficient funds for sustainable operations, and it will be able to meet its payment obligations from operations and related commitments for the 12 months following the date these consolidated financial statements were issued.

We may be subject to risks associated with potential future acquisitions.

Although we have no current acquisition plans, if appropriate opportunities arise, we may acquire additional assets, products, technology or businesses that are complementary to our existing business. Any future acquisitions and the subsequent integration of new assets and businesses would require significant attention from our management and could result in a diversion of resources from our existing business, which in turn could have an adverse effect on our operations, and consequently our results of operations and financial condition. Acquired assets or businesses may not generate the financial results we expect. Acquisitions could result in the use of substantial amounts of cash, potentially dilutive issuances of equity securities, significant goodwill impairment charges, amortization expenses for other intangible assets and exposure to potential unknown liabilities of the acquired business. Moreover, the costs of identifying and consummating acquisitions may be significant.

Risks Related to Our Business Operations

Our success depends largely on the continued services of our senior management team, technical engineers, and certain key employees.

We rely on our executive officers and key employees in the areas of business strategy, research and development, marketing, sales, services, and general and administrative functions. From time to time, there may be changes in our executive management team or key employees resulting from the hiring or departure of executives or key employees, which could disrupt our business. We do not maintain key-man insurance for any member of our senior management team or any other employee. None of the employment agreements and offer letters with our executive officers or other key personnel require them to continue to work for us for any specified period and, therefore, they could terminate their employment with us at any time. The loss of one or more of our executive officers or key employees could have a serious adverse effect on our business.

To execute our growth plan, we must attract and retain highly qualified personnel. Competition for these personnel is intense in the technology industry, especially for engineers with high levels of experience in artificial intelligence and designing and developing autonomous driving related algorithms. Furthermore, it can be difficult to recruit personnel from other geographies to relocate to our California location. We may also need to recruit highly qualified technical engineers internationally and therefore subject us to the compliance of relevant immigration laws and regulations. We have, from time to time, experienced, and we expect to continue to experience, difficulty in hiring and retaining employees with appropriate qualifications. Many of the companies with which we compete for experienced personnel have greater resources than we have and can offer more attractive compensation packages for new employees. If we hire employees from competitors or other companies, their former employers may attempt to assert that these employees or our company have breached their legal obligations, resulting in a diversion of our time and resources and potentially in litigation. In addition, job candidates and existing employees often consider the value of the share incentive awards they receive in connection with their employment. If the perceived value of our share awards declines, it may adversely affect our ability to recruit and retain highly skilled employees. If we fail to attract new personnel on a timely basis or fail to retain and motivate our current personnel, we may not be able to commercialize and then expand our solutions and services in a timely manner and our business and future growth prospects could be adversely affected.

If we fail to manage our growth effectively, we may be unable to execute our business plan, maintain high levels of service, or adequately address competitive challenges.

We expect to invest in our growth for the foreseeable future. Any growth in our business is expected to place a significant strain on not only our managerial, administrative, operational, and financial resources, but also our infrastructure. We plan to continue to expand our operations in the future. Our success will depend in part on our ability to manage this growth effectively and execute our business plan. To manage the expected growth of our operations and personnel, we will need to continue to improve our operational, financial, and management controls and our reporting systems and procedures.

We rely heavily on information technology (“IT”) systems to manage critical business functions. To manage our growth effectively, we must continue to improve and expand our infrastructure, including our IT, financial, and administrative systems and controls. In particular, we may need to significantly expand our IT infrastructure as the amount of data we store and transmit increases over time, which will require that we both utilize existing IT products and adopt new technology. If we are not able to scale our IT infrastructure in a cost-effective and secure manner, our ability to offer competitive solutions will be harmed and our business, financial condition, and operating results may suffer.

We must also continue to manage our employees, operations, finances, research and development, and capital investments efficiently. Our productivity and the quality of our solutions may be adversely affected if we do not integrate and train our new employees quickly and effectively or if we fail to appropriately coordinate across our executive, research and development, technology, service development, analytics, finance, human resources, marketing, sales, operations, and customer support teams. As we continue to grow, we will incur additional expenses, and our growth may continue to place a strain on our resources, infrastructure, and ability to maintain the quality of our solutions. If we do not adapt to meet these evolving challenges, or if the current and future members of our management team do not effectively manage our growth, the quality of our solutions may suffer and our corporate culture may be harmed. Failure to manage our future growth effectively could cause our business to suffer, which, in turn, could have an adverse impact on our business, financial condition, and operating results.

We may be subject to product liability or warranty claims that could result in significant direct or indirect costs, including reputational harm, increased insurance premiums or the need to self-insure, which could adversely affect our business and operating results.

Our technology is used for autonomous driving, which presents the risk of significant injury, including fatalities. We may be subject to claims if one of our or a customer’s industrial vehicles is involved in an accident and persons are injured or purport to be injured or if property is damaged. Any insurance that we carry may not be sufficient or it may not apply to all situations. If we experience such an event or multiple events, our insurance premiums could increase significantly or insurance may not be available to us at all. Further, if insurance is not available on commercially reasonable terms, or at all, we might need to self-insure. In addition, lawmakers or governmental agencies could pass laws or adopt regulations that limit the use of autonomous driving or industrial automation technology or increase liability associated with its use. Any of these events could adversely affect our brand, relationships with users, operating results, or financial condition.

If our autonomous driving software fails to perform as expected our ability to market, sell or lease our autonomous driving software could be harmed.

Our autonomous industrial vehicle software products and tools as well as the vehicles, sensors, and hardware they utilize and are deployed on may contain defects in design and manufacture that may cause them not to perform as expected or require repair. For example, our autonomous vehicle software will require modification and updates over the life of the vehicle it is deployed on. Software products are inherently complex and often contain defects and errors when first introduced. There can be no assurance that we will be able to detect and fix any defects in the industrial vehicles’ hardware or software prior to commencing user sales or during the life of the vehicle. Autonomous industrial vehicles utilizing our suite of products and tools may not perform consistent with users’ expectations or consistent with other vehicles that may become available. Any product defects or any other failure of our software, supportive hardware, or deployment vehicle platform or to perform as expected could harm our reputation, result in adverse publicity, lost revenue, delivery delays, product recalls, product liability claims, and significant warranty and other expenses, and could have a material adverse impact on our business, financial condition, operating results, and prospects.

If we are unable to establish and maintain confidence in our long-term business prospects among users, securities and industry analysts, and within our industries, or are subject to negative publicity, then our financial condition, operating results, business prospects, and access to capital may suffer materially.

Users may be less likely to purchase or use our technology and the industrial vehicles it is deployed on if they are not convinced that our business will succeed or that our service and support and other operations will continue in the long term. Similarly, suppliers and other third parties will be less likely to invest time and resources in developing business relationships with us if they are not convinced that our business will succeed. Accordingly, in order to build and maintain our business, we must maintain confidence among users, suppliers, securities and industry analysts, and other parties in our long-term financial viability and business prospects. Maintaining such confidence may be particularly complicated by certain factors including those that are largely outside of our control, such as our limited operating history at scale, user unfamiliarity with our solutions, any delays in scaling manufacturing, delivery, and service operations to meet demand, competition and uncertainty regarding the future of autonomous vehicles, and our performance compared with market expectations .

Natural disasters, outbreaks of infectious diseases, terrorist attacks, wars and threats of war may negatively impact our operations, revenue, costs, and stock price.

Natural disasters such as earthquakes, floods, severe weather conditions, outbreaks of infectious diseases in addition to COVID-19 or other catastrophic events may severely affect our operations or those of our suppliers and customers. Acts of terrorism, as well as events occurring in response or connection to them, including potential future terrorist attacks, rumors or threats of war, actual military conflicts or trade disruptions impacting our domestic or foreign customers or suppliers, may negatively impact our operations by causing, among other things, delays, or losses in the delivery of supplies or finished goods and decreased sales of our products. More generally, any of these events could cause consumer confidence and spending to decrease and/or result in increased volatility in the worldwide financial markets and economy. They also could result in economic recession either globally or in the markets in which we operate. Any of these occurrences could have a significant adverse impact on our business.

International trade policies, including tariffs, sanctions and trade barriers, may adversely affect our business, financial condition, results of operations and prospects.

Beginning in our fiscal year 2025, significant new and expanded tariffs, reciprocal tariffs and other trade restrictions have been imposed with selective tariff exemptions impacting global trade.

Current or future tariffs or other restrictive trade measures may raise the costs of raw materials, components or finished goods, which may adversely impact both our product offerings and our operational expenses. Such cost increases may reduce our margins and require us to increase prices, which could harm our competitive position, reduce customer demand and damage customer relationships.

Trade disputes, trade restrictions, tariffs and other political tensions between the U.S. and other countries may also exacerbate unfavorable macroeconomic conditions including inflationary pressures, foreign exchange volatility, financial market instability, and economic recessions or downturns, which may also negatively impact customer demand for our products or services, delay purchases or renewals, limit expansion opportunities with customers, limit our access to capital, or otherwise negatively impact our business and operations. Ongoing tariff policies, trade restrictions and macroeconomic uncertainty have and may continue to contribute to volatility in the price of our common stock.

Ongoing uncertainty regarding trade policies may also complicate our short- and long-term strategic planning, and that of our partners and customers, including decisions regarding hiring, product strategy, capital investment, supply chain design and geographic expansion. While we continue to monitor trade developments, the ultimate impact of these risks remains uncertain and any prolonged economic downturn, escalation in trade tensions, or deterioration in international perception of U.S.-based companies could materially and adversely affect our business, results of operations, financial condition and prospects.

We have a material weakness in our internal control over financial reporting, and our inability to remediate this weakness or otherwise implement and maintain effective internal control over financial reporting, or the inability of our independent registered public accounting firm to provide an unqualified report thereon, could have a material adverse effect on us.

If we fail to maintain an effective system of internal controls, we may not be able to accurately report our financial results. As a result, our stakeholders could lose confidence in our financial reporting, which could adversely affect the results of our business and our enterprise value. In connection with our assessment of internal control over financial reporting, we identified two material weaknesses in our internal control over financial reporting as of December 31, 2025 (see Item 9A. Controls and Procedures for additional detail). The deficiencies above led to two misstatements, one of which was corrected prior to the issuance of the prior year’s financial statements, and the other lead to the restatement of the Affected Periods. These material weaknesses create a reasonable possibility that material misstatements to our consolidated financial statements may not be prevented or detected in a timely manner. Accordingly, management concluded that the Company’s internal control over financial reporting was not effective as of December 31, 2025. The disclosure of these material weaknesses, even if quickly remediated, could reduce the market’s confidence in our financial statements and harm our enterprise value.

Risks Related to Our Intellectual Property, Information Technology and Data Privacy

We may become subject to litigation brought by third parties claiming infringement, misappropriation or other violation by us of their intellectual property rights.

The industry in which our business operates is characterized by a large number of patents, some of which may be of questionable scope, validity or enforceability, and some of which may appear to overlap with other issued patents. As a result, there is a significant amount of uncertainty in the industry regarding patent protection and infringement. In recent years, there has been significant litigation globally involving patents and other intellectual property rights. Third parties may in the future assert, that we have infringed, misappropriated or otherwise violated their intellectual property rights. As we face increasing competition and as a public company, the possibility of intellectual property rights claims against us grows. Such claims and litigation may involve one or more of our competitors focused on using their patents and other intellectual property to obtain competitive advantage, or patent holding companies or other adverse intellectual property rights holders who have no relevant product revenue, and therefore our own pending patents and other intellectual property rights may provide little or no deterrence to these rights holders in bringing intellectual property rights claims against us. There may be intellectual property rights held by others, including issued or pending patents and trademarks, that cover significant aspects of our technologies or business methods, and we cannot assure that we are not infringing or violating, and have not infringed or violated, any third-party intellectual property rights or that we will not be held to have done so or be accused of doing so in the future. In addition, because patent applications can take many years until the patents issue, there may be applications now pending of which we are unaware, which may later result in issued patents that our products may infringe. We expect that in the future we may receive notices that claim we or our collaborators have misappropriated or misused other parties’ intellectual property rights, particularly as the number of competitors in our market grows.

To defend ourselves against any intellectual property claims brought by third parties, whether with or without merits, can be time-consuming and could result in substantial costs and a diversion of our resources. These claims and any resulting lawsuits, if resolved adversely to us, could subject us to significant liability for damages, impose temporary or permanent injunctions against our products, technologies or business operations, or invalidate or render unenforceable our intellectual property.

If our technology is determined to infringe a valid and enforceable patent, or if we wish to avoid potential intellectual property litigation on any alleged infringement, misappropriation or other violation of third party intellectual property rights, we may be required to do one or more of the following: (i) cease development, sales, or use of our products that incorporate or use the asserted intellectual property right; (ii) obtain a license from the owner of the asserted intellectual property right, which may be unavailable on commercially reasonable terms, or at all, or which may be non-exclusive, thereby giving our competitors and other third parties access to the same technologies licensed to us; (iii) pay substantial royalties or other damages; or (iv) redesign our technology or one or more aspects or systems of our autonomous industrial vehicles to avoid any infringement or allegations thereof. The aforementioned options sometimes may not be commercially feasible. Additionally, in our ordinary course of business, we agree to indemnify our customers, partners, and other commercial counterparties for any infringement arising out of their use of our intellectual property, along with providing standard indemnification provisions, so we may face liability to our users, business partners or third parties for indemnification or other remedies in the event that they are sued for infringement.

We may also in the future license third party technology or other intellectual property, and we may face claims that our use of such in-licensed technology or other intellectual property infringes, misappropriates or otherwise violates the intellectual property rights of others. In such cases, we will seek indemnification from our licensors. However, our rights to indemnification may be unavailable or insufficient to cover our costs and losses.

We also may not be successful in any attempt to redesign our technology to avoid any alleged infringement. A successful claim of infringement against us, or our failure or inability to develop and implement non-infringing technology, or license the infringed technology on acceptable terms and on a timely basis, could materially adversely affect our business and results of operations. Furthermore, such lawsuits, regardless of their success, would likely be time-consuming and expensive to resolve and would divert management’s time and attention from our business, which could seriously harm our business. Also, such lawsuits, regardless of their success, could seriously harm our reputation with users and in the industry at large.

Our business may be adversely affected if we are unable to adequately establish, maintain, protect, and enforce our intellectual property and proprietary rights or prevent third parties from making unauthorized use of our technology and other intellectual property rights.

Our intellectual property is an essential asset of our business. Failure to adequately protect our intellectual property rights could result in our competitors offering similar products, potentially resulting in the loss of our competitive advantage, and a decrease in our revenue which would adversely affect our business prospects, financial condition, and operating results. Our success depends, at least in part, on our ability to protect our core technology and intellectual property. We rely on a combination of intellectual property rights, such as patents, trademarks, copyrights, and trade secrets (including know-how), in addition to employee and third-party nondisclosure agreements, intellectual property licenses, and other contractual rights, to establish, maintain, protect, and enforce our rights in our technology, proprietary information, and processes. Intellectual property laws and our procedures and restrictions provide only limited protection and any of our intellectual property rights may be challenged, invalidated, circumvented, infringed or misappropriated. If we fail to protect our intellectual property rights adequately, we may lose an important advantage in the markets in which we compete. While we take measures to protect our intellectual property, such efforts may be insufficient or ineffective, and any of our intellectual property rights may be challenged, which could result in them being narrowed in scope or declared invalid or unenforceable. Other parties may also independently develop technologies that are substantially similar or superior to ours. We also may be forced to bring claims against third parties, or defend claims that they may bring against us, to determine the ownership of what we regard as our intellectual property. However, the measures we take to protect our intellectual property from unauthorized use by others may not be effective and there can be no assurance that our intellectual property rights will be sufficient to protect against others offering products, services, or technologies that are substantially similar or superior to ours and that compete with our business.

Litigation may be necessary in the future to enforce our intellectual property rights and to protect our trade secrets. Our efforts to enforce our intellectual property rights may be met with defenses, counterclaims, and countersuits attacking the validity and enforceability of our intellectual property. Any litigation initiated by us concerning the violation by third parties of our intellectual property rights is likely to be expensive and time-consuming and could lead to the invalidation of, or render unenforceable, our intellectual property, or could otherwise have negative consequences for us. Furthermore, it could result in a court or governmental agency invalidating or rendering unenforceable our patents or other intellectual property rights upon which the suit is based. We will not be able to protect our intellectual property if we are unable to enforce our rights or if we do not detect unauthorized use of our intellectual property. Our inability to protect our proprietary technology against unauthorized copying or use, as well as any costly litigation or diversion of our management’s attention and resources, could delay the introduction and implementation of new technologies, result in our substituting inferior or more costly technologies into our products or injure our reputation. Moreover, policing unauthorized use of our technologies, trade secrets, and intellectual property may be difficult, expensive, and time-consuming, particularly in foreign countries where the laws may not be as protective of intellectual property rights as those in the United States and where mechanisms for enforcement of intellectual property rights may be weak. If we fail to meaningfully establish, maintain, protect, and enforce our intellectual property and proprietary rights, our business, operating results, and financial condition could be adversely affected.

Changes in U.S. patent law could diminish the value of patents in general, thereby impairing our ability to protect our products.

Changes in U.S. Patent law may have a significant impact on our ability to protect our technology and enforce our intellectual property rights. For example, the Leahy-Smith America Invents Act (the “AIA”) enacted in September 2011, resulted in significant changes in patent legislation. An important change introduced by the AIA is that, as of March 16, 2013, the United States transitioned from a “first-to-invent” to a “first-to-file” system for deciding which party should be granted a patent when two or more patent applications are filed by different parties claiming the same invention. Under a “first-to-file” system, assuming the other requirements for patentability are met, the first inventor to file a patent application generally will be entitled to a patent on the invention regardless of whether another inventor had made the invention earlier. A third party that files a patent application in the United States Patent and Trademark Office (“USPTO”) after that date but before us could therefore be awarded a patent covering an invention of ours even if we made the invention before it was made by the third party. Circumstances could prevent us from promptly filing patent applications on our inventions.

The AIA also includes a number of significant changes that affect the way patent applications will be prosecuted and also may affect patent litigation. These include allowing third party submission of prior art to the USPTO during patent prosecution and additional procedures to attack the validity of a patent by USPTO administered post-grant proceedings, including post-grant review, inter partes review, and derivation proceedings. Because of a lower evidentiary standard in USPTO proceedings compared to the evidentiary standard in United States federal courts necessary to invalidate a patent claim, a third party could potentially provide evidence in a USPTO proceeding sufficient for the USPTO to hold a claim invalid even though the same evidence would be insufficient to invalidate the claim if first presented in a district court action. Accordingly, a third party may attempt to use the USPTO procedures to invalidate our patent claims that would not have been invalidated if first challenged by the third party as a defendant in a district court action. The AIA and its implementation could increase the uncertainties and costs surrounding the prosecution of our patent applications and the enforcement or defense of our issued patents, all of which could have a material adverse effect on our business, financial condition, results of operations, and prospects.

Further, the standards applied by the USPTO and foreign patent offices in granting patents are not always applied uniformly or predictably. For example, there is no uniform worldwide policy regarding patentable subject matter or the scope of claims allowable for business methods. As such, we do not know the degree of future protection that we will have on our technologies, products, and services. While we will endeavor to try to protect our technologies, products, and services with intellectual property rights such as patents, as appropriate, the process of obtaining patents is time-consuming, expensive, and sometimes unpredictable.

Additionally, the U.S. Supreme Court has ruled on several patent cases in recent years, such as Impression Products, Inc. v. Lexmark International, Inc., Association for Molecular Pathology v. Myriad Genetics, Inc., Mayo Collaborative Services v. Prometheus Laboratories, Inc. and Alice Corporation Pty. Ltd. v. CLS Bank International, either narrowing the scope of patent protection available in certain circumstances or weakening the rights of patent owners in certain situations. In addition to increasing uncertainty with regard to our ability to obtain patents in the future, this combination of events has created uncertainty with respect to the value of patents, once obtained.

Depending on decisions by the U.S. Congress, the federal courts, and the USPTO, the laws and regulations governing patents could change in unpredictable ways that could weaken our ability to obtain new patents or to enforce our existing patents and patents that we might obtain in the future.

Our patent applications may not issue as patents, 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 a 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 the same subject matter as we have, we may not be entitled to the protection sought by the patent application. Further, the scope of protection of issued patent claims is often difficult to determine. As a result, we cannot be certain that the patent applications that we file will issue, or that our issued patents will be broad enough to protect our proprietary rights or otherwise afford protection against competitors with similar technology. In addition, the issuance of a patent is not conclusive as to its inventorship, scope, validity or enforceability. Our competitors may challenge or seek to invalidate our issued patents, or design around our issued patents, which may adversely affect our business, prospects, financial condition or operating results. Also, the costs associated with enforcing patents, confidentiality and invention agreements, or other intellectual property rights may make aggressive enforcement impracticable.

We may not be able to protect our intellectual property rights throughout the world.

Filing, prosecuting, maintaining, defending, and enforcing patents and other intellectual property rights on our product candidates in all countries throughout the world would be prohibitively expensive, and our intellectual property rights in some countries outside the United States can be less extensive than those in the United States. In addition, the laws of some foreign countries do not protect intellectual property rights to the same extent as federal and state laws in the United States. Consequently, we may not be able to prevent third parties from practicing our inventions in all countries outside the United States, or from selling or importing products made using our inventions in and into the United States or other jurisdictions. Competitors may use our technologies in jurisdictions where we have not obtained patent protection or other intellectual property rights to develop their own products and may export otherwise infringing, misappropriating, or violating products to territories where we have patent or other intellectual property protection, but enforcement rights are not as strong as those in the United States. These products may compete with our product candidates, and our patents or other intellectual property rights may not be effective or sufficient to prevent them from competing.

Many companies have encountered significant problems in protecting and defending intellectual property rights in foreign jurisdictions. The legal systems of some countries do not favor the enforcement of patents and other intellectual property rights, which could make it difficult for us to stop the infringement, misappropriation, or other violation of our intellectual property rights generally. Proceedings to enforce our intellectual property rights in foreign jurisdictions could result in substantial costs and divert our efforts and attention from other aspects of our business, could put our patents at risk of being invalidated or interpreted narrowly and our patent applications at risk of not issuing, and could provoke third parties to assert claims against us. We may not prevail in any lawsuits that we initiate, and the damages or other remedies awarded, if any, may not be commercially meaningful.

Many countries, including European Union countries, India, Japan, and China, have compulsory licensing laws under which a patent owner may be compelled under specified circumstances to grant licenses to third parties. In addition, many countries limit the enforceability of patents against government agencies or government contractors. In those countries, we may have limited remedies if patents are infringed or if we are compelled to grant a license to a third party, which could materially diminish the value of those patents. This could limit our potential revenue opportunities. Accordingly, our efforts to enforce our intellectual property rights around the world may be inadequate to obtain a significant commercial advantage from the intellectual property that we develop or license, which could adversely affect our business, financial condition, results of operations, and prospects.

In addition to patented technology, we rely on our unpatented proprietary technology, trade secrets, processes, and know-how.

We rely on proprietary information (such as trade secrets, know-how, and confidential information) to protect intellectual property that may not be patentable, or that we believe is best protected by means that do not require public disclosure. We generally seek to protect this proprietary information by entering into confidentiality agreements, or consulting, services, or employment agreements that contain non-disclosure and non-use provisions with our employees, consultants, contractors, scientific advisors, and third parties. However, we cannot guarantee that we have entered into such agreements with each party that has or may have had access to our trade secrets or proprietary information and, even if entered into, these agreements may be breached or may otherwise fail to prevent disclosure, third-party infringement or misappropriation of our proprietary information, 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. We have limited control over the protection of trade secrets used by our third-party manufacturers 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. To the extent that our employees, consultants, contractors, and other third parties use intellectual property owned by others in their work for us, disputes may arise as to the rights in related or resulting know-how and inventions. Costly and time-consuming litigation could be necessary to enforce and determine the scope of our proprietary rights, and failure to obtain or maintain protection for our proprietary information could adversely affect our competitive business position. Furthermore, laws regarding trade secret rights in certain markets where we operate may afford little or no protection to our trade secrets. If any of our trade secrets were to be lawfully obtained or independently developed by a competitor or other third party, we would have no right to prevent them from using that trade secret to compete with us. If any of our trade secrets were to be disclosed (whether lawfully or otherwise) to or independently developed by a competitor or other third party, it could have a material adverse effect on our business, operating results, and financial condition.

We also rely on physical and electronic security measures to protect our proprietary information, but we cannot guarantee that these security measures provide adequate protection for such proprietary information or will never be breached. There is a risk that third parties may obtain unauthorized access to and improperly utilize or disclose our proprietary information, which would harm our competitive advantages. We may not be able to detect or prevent the unauthorized access to or use of our information by third parties, and we may not be able to take appropriate and timely steps to mitigate the damages (or the damages may not be capable of being mitigated or remedied).

We utilize open-source software, which may pose particular risks to our proprietary software, technologies, products, and services in a manner that could harm our business.

We use open-source software in our products and services and anticipate using open-source software in the future. We utilize a distribution of the open-source Linux system, and tools such as ROS (open-source publish-subscribe tool) in the technical stack. Professional open-source license scanning systems such as WhiteSource and ScanCode are used in both places. Both Continuous Integration and Continuous Deployment (“CI/CD”) level open-source scan and overall system opensource scan is performed to protect the systems and our intellectual property. In the event that our scanning and open-source check protocols fail, the Company could be negatively affected Some open-source software licenses require those who distribute open-source software as part of their own software products to publicly disclose all or part of the source code to such software product or to make available any modifications or derivative works of the open-source code on unfavorable terms or at no cost. This could result in our proprietary software being made available in the source code form and/or licensed to others under open-source licenses, which could allow our competitors or other third parties to use our proprietary software freely without spending the development effort, and which could lead to a loss of the competitive advantage of our proprietary technologies and, as a result, sales of our products and services. The terms of many open-source licenses to which we are subject have not been interpreted by U.S. or foreign courts, and there is a risk that open-source software licenses could be construed in a manner that imposes unanticipated conditions or restrictions on our ability to provide or distribute our products or services or retain our ownership of our proprietary intellectual property. Additionally, we could face claims from third parties claiming ownership of, or demanding release of, the open-source software or derivative works that we developed using such software, which could include our proprietary source code, or otherwise seeking to enforce the terms of, or alleging breach of, the applicable open-source license. These claims could result in litigation and could require us to make our proprietary software source code freely available, purchase a costly license, or cease offering the implicated products or services unless and until we can re-engineer them to avoid breach of the applicable open-source software licenses or potential infringement. This re-engineering process could require us to expend significant additional research and development resources, and we cannot guarantee that we will be successful.

Additionally, the use of certain open-source software can lead to greater risks than use of third-party commercial software, as open-source licensors generally do not provide warranties or controls on the origin of software. There is typically no support available for open-source software, and we cannot ensure that the authors of such open-source software will implement or push updates to address security risks or will not abandon further development and maintenance. Many of the risks associated with the use of open-source software, such as the lack of warranties or assurances of title, non-infringement, or performance, cannot be eliminated, and could, if not properly addressed, negatively affect our business. We have processes to help alleviate these risks, including a review process for screening requests from our developers for the use of open-source software, but we cannot be sure that all open-source software is identified or submitted for approval prior to use in our products and services. Any of these risks could be difficult to eliminate or manage, and, if not addressed, could adversely affect our ownership of proprietary intellectual property, the security of our vehicles, or our business, results of operations, and financial condition.

Unauthorized control or manipulation of systems in autonomous industrial vehicles may cause them to operate improperly or not at all, or compromise their safety and data security, which could result in loss of confidence in us and our products, cancellation of contracts with future OEM or supplier partners.

There have been reports of vehicles of certain automotive OEMs being “hacked” to grant access to and operation of the vehicles to unauthorized persons. Our autonomous vehicle software products and tools as well as the vehicles they are deployed on contain or will contain complex IT systems and are designed with built-in data connectivity. We are in the process of and will continue implementing security measures intended to prevent unauthorized access to our information technology networks and systems. However, hackers may attempt to gain unauthorized access to modify, alter, and use such networks and systems to gain control of, or to change the functionality of the autonomous industrial vehicles’ running our software, user interface and performance characteristics, or to gain access to data stored in or generated by our products. As techniques used to obtain unauthorized access to or sabotage systems change frequently and may not be known until launched against us or our third-party service providers, there can be no assurance that we will be able to anticipate, or implement adequate measures to protect against, these attacks. Any such security incidents could result in unexpected control of or changes to the vehicles’ functionality and safe operation and could result in legal claims or proceedings and negative publicity, which would negatively affect our brand and harm our business, prospects, financial condition, and operating results.

Our information technology systems or data, or those of our service providers or customers or users could be subject to cyber-attacks or other security incidents, which could result in data breaches, intellectual property theft, claims, litigation, regulatory investigations, significant liability, reputational damage and other adverse consequences.

We continue to expand our information technology systems as our operations grow, such as product data management, procurement, inventory management, production planning and execution, sales, service and logistics, financial, tax and regulatory compliance systems. This includes the implementation of new internally developed systems and the deployment of such systems in the U.S. and abroad. While, we maintain information technology measures designed to protect us against intellectual property theft, data breaches, sabotage and other external or internal cyber-attacks or misappropriation, our systems and those of our service providers are potentially vulnerable to malware, ransomware, viruses, denial-of-service attacks, phishing attacks, social engineering, computer hacking, unauthorized access, exploitation of bugs, defects and vulnerabilities, breakdowns, damage, interruptions, system malfunctions, power outages, terrorism, acts of vandalism, security breaches, security incidents, inadvertent or intentional actions by employees or other third parties, and other cyber-attacks.

To the extent any security incident results in unauthorized access or damage to or acquisition, use, corruption, loss, destruction, alteration or dissemination of our data, including intellectual property and personal information, or our products, or for it to be believed or reported that any of these occurred, it could disrupt our business, harm our reputation, compel us to comply with applicable data breach notification laws, subject us to time consuming, distracting and expensive litigation, regulatory investigation and oversight, mandatory corrective action, require us to verify the correctness of database contents, or otherwise subject us to liability under laws, regulations and contractual obligations, including those that protect the privacy and security of personal information. This could result in increased costs to us and result in significant legal and financial exposure and/or reputational harm.

We also rely on service providers, and similar incidents relating to their information technology systems could also have a material adverse effect on our business. Our ability to monitor our service providers’ security measures is limited, and, in any event, malicious third parties may be able to circumvent those security measures.

Further, the implementation, maintenance, segregation and improvement of these systems require significant management time, support and cost, and there are inherent risks associated with developing, improving and expanding our core systems as well as implementing new systems and updating current systems, including disruptions to the related areas of business operation. These risks may affect our ability to manage our data and inventory, procure parts or supplies or manufacture, sell, deliver and service products, adequately protect our intellectual property or achieve and maintain compliance with, or realize available benefits under, tax laws and other applicable regulations.

Moreover, if we do not successfully implement, maintain or expand these systems as planned, our operations may be disrupted, our ability to accurately and/or 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 proprietary information, including intellectual property and personal information, could be compromised or misappropriated and our reputation may be adversely affected. If these systems or their functionality 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.

The costs to comply with, or our actual or perceived failure to comply with, changing U.S. and foreign laws related to data privacy, security and protection, could adversely affect our financial condition, operating results, and our reputation.

In operating our business and providing services and solutions to clients, we collect, use, store, transmit, and otherwise process employee, partner, and customer data, including personal data, in and across multiple jurisdictions. We use the electronic systems within the autonomous industrial vehicles that log information about each industrial vehicle’s use in order to aid us in vehicle diagnostics, repair, and maintenance, as well as to help us collect data regarding operators’ use patterns and preference in order to help us customize and optimize the driving and operating experiences. The integrated autonomous industrial vehicles leveraging our software products and tools may also collect personal information of drivers, operators and passengers, such as a voice command of a person, in order to aid the manual operation of our industrial vehicles. When our autonomy enabled industrial vehicles are in operation, the camera, LiDAR, and other sensing components of the vehicles will collect site and route view, mapping data, landscape images, and other LiDAR information, which may include personal information such as license plate numbers of other vehicles, facial features of pedestrians, appearance of individuals, GPS data, geolocation data, in order train the data analytics and artificial intelligence technology equipped in our industrial vehicles for the purpose of identifying different objects, and predicting potential issues that may arise during the operation of our integrated industrial vehicles.

We plan to utilize systems and applications that are spread over the globe, requiring us to regularly move data across national borders. As a result, we are subject to a variety of laws and regulations in the United States, and other foreign jurisdictions as well as contractual obligations, regarding data privacy, protection, and security. Some of these laws and regulations require obtaining data subjects’ consent to the collection and use of their data, honoring data subjects’ request to delete their data or limit the processing of their data, providing notifications in the event of a data breach, and setting up the proper legal mechanisms for cross-border data transfers. Some customers may refuse to provide consent to our collection and use of their personal information, or may restrict our use of such personal information, and in some cases it is not feasible to obtain consent from data subjects in the general public whose personal information may be captured by our autonomous industrial vehicles, all of which may hinder our ability to train our data analytics and artificial intelligence technology, and may harm the competitiveness of our technology. In many cases, these laws and regulations apply not only to the collection and processing of personal information from third parties with whom we do not have any contractual relationship, but also to the sharing or transfer of information between or among us, our subsidiaries and other third parties with which we have commercial relationships, such as our service providers, partners, and customers. The regulatory framework for data privacy, protection, and security worldwide is continuously evolving and developing and, as a result, interpretation and implementation standards and enforcement practices are likely to remain uncertain for the foreseeable future. In particular, some of these laws and regulations may require us to store certain categories of data collected from individuals residing in a jurisdiction only on servers physically located in such jurisdiction, and may further require us to conduct security assessments and/or adopt other cross-border data transfer mechanisms in order to transfer such data outside of such jurisdiction. With the continuously evolving and rapidly changing privacy regulatory regime, our ability to freely transfer data among our affiliates and with our partners in different jurisdictions may be impeded, or we may need to incur significant costs in order to comply with such requirements. In addition, the number of high-profile data breaches at major companies continues to accelerate, which will likely lead to even greater regulatory scrutiny.

The scope and interpretation of the laws and regulations that are or may be applicable to us are often uncertain and may be conflicting, particularly with respect to foreign laws. For example, the E.U. General Data Protection Regulation (the “GDPR”), which became effective in May 2018, greatly increased the European Commission’s jurisdictional reach of its laws and added a broad array of requirements for handling personal data with respect to EU data subjects. EU member states are tasked under the GDPR to enact, and have enacted, certain implementing legislation that adds to and/or further interprets the GDPR requirements and potentially extends our obligations and potential liability for failing to meet such obligations. The GDPR, together with national legislation, regulations and guidelines of the EU member states and the United Kingdom governing the processing of personal data, impose strict obligations and restrictions on the ability to collect, use, retain, protect, disclose, transfer, and otherwise process personal data with respect to EU and UK data subjects. In particular, the GDPR includes obligations and restrictions concerning the consent and rights of individuals to whom the personal data relates, the transfer of personal data out of the European Economic Area or the United Kingdom, security breach notifications and the security and confidentiality of personal data. Among other stringent requirements, the GDPR restricts transfers of data outside of the EU to third countries deemed to lack adequate privacy protections (such as the U.S.), unless an appropriate safeguard specified by the GDPR is implemented. A July 16, 2020 decision of the Court of Justice of the European Union invalidated a key mechanism for lawful data transfer to the U.S. and called into question the viability of its primary alternative. As such, the ability of companies to lawfully transfer personal data from the EU to the U.S. is presently uncertain. Other countries have enacted or are considering enacting similar cross-border data transfer rules or data localization requirements. These developments could limit our ability to launch our products in the EU and other foreign markets. The GDPR authorizes fines for certain violations of up to 4% of global annual revenue or €20 million, whichever is greater. Such fines are in addition to any civil litigation claims by data subjects. Much remains unknown with respect to how to interpret and implement the GDPR and guidance on implementation and compliance practices is often updated or otherwise revised. Given the breadth and depth of changes in data protection obligations, including classification of data and our commitment to a range of administrative, technical and physical controls to protect data and enable data transfers outside of the EU and the United Kingdom, our compliance with the GDPR’s requirements will continue to require time, resources and review of the technology and systems we use to satisfy the GDPR’s requirements, including as EU member states enact their legislation. Further, while the United Kingdom enacted the Data Protection Act 2018 in May 2018 that supplements the GDPR, and has publicly announced that it will continue to regulate the protection of personal data in the same way post-Brexit, Brexit has created uncertainty with regard to the future of regulation of data protection in the United Kingdom.

The U.S. federal government and various states and governmental agencies also have adopted or are considering adopting various laws, regulations, and standards regarding the collection, use, retention, security, disclosure, transfer, and other processing of sensitive and personal information. In addition, many states in which we operate have laws that protect the privacy and security of sensitive and personal information. Certain state laws may be more stringent or broader in scope, or offer greater individual rights, with respect to sensitive and personal information than federal, international, or other state laws, and such laws may differ from each other, which may complicate compliance efforts. State laws are changing rapidly and there is discussion in Congress of a new federal data protection and privacy law to which we would become subject if it is enacted. All of these evolving compliance and operational requirements impose significant costs that are likely to increase over time, may require us to modify our data processing practices and policies, and may divert resources from other initiatives and projects. Furthermore, non-compliance with data privacy laws and regulations, or a major breach of our network security and systems, could have serious negative consequences for our businesses and future prospects, including possible fines, penalties, and damages, reduced customer demand for our products, and harm to our reputation and brand, all of which may have a material and adverse impact on our business, financial condition, and operating results.

We make public statements about our use and disclosure of personal information through our privacy policy, information provided on our website and press statements. Also, we enter into contracts with third parties (such as our partners and clients) that contain provisions regarding the collection, sharing, and processing of personal information. Although we endeavor to comply with our public statements and documentation as well as our contractual and other privacy-related obligations, we may at times fail to do so or be alleged to have failed to do so. The publication of our privacy policy and other statements that provide promises and assurances about data privacy and security can subject us to potential government or legal action if they are found to be deceptive, unfair or misrepresentative of our actual practices. In addition, from time to time, concerns may be expressed about whether our products and services compromise the privacy of clients and others. Any concerns about our data privacy and security practices (even if unfounded), or any failure, real or perceived, by us to comply with our posted privacy policies, contractual obligations, or any legal or regulatory requirements, standards, certifications, or orders, or other privacy or consumer protection-related laws and regulations applicable to us, could cause our clients to reduce their use of our autonomous industrial vehicles and could affect our financial condition, operating results, and our reputation, and may result in governmental or regulatory investigations, enforcement actions, regulatory fines, criminal compliance orders, litigations, breach of contract claims, or public statements against us by government regulatory authorities, our partners and/or clients, data subjects, consumer advocacy groups, or others, all of which could be costly and have an adverse effect on our business.

Furthermore, enforcement actions and investigations by regulatory authorities related to data security incidents and privacy violations continue to increase. Non-compliance could result in proceedings against us by data protection authorities, governmental entities or others, including class action privacy litigation in certain jurisdictions, which would subject us to significant fines, penalties, judgments, and negative publicity, and may otherwise affect our financial condition, operating results, and our reputation. Given the complexity of operationalizing the GDPR and other data privacy and security laws and regulations to which we are subject, the maturity level of proposed compliance frameworks and the relative lack of guidance in the interpretation of the numerous requirements of the GDPR and other data privacy and security laws and regulations to which we are subject, we may not be able to respond quickly or effectively to regulatory, legislative, and other developments, and these changes may in turn impair our ability to offer our existing or planned products and services and/or increase our cost of doing business. In addition, if our practices are not consistent or viewed as not consistent with legal and regulatory requirements, including changes in laws, regulations, and standards or new interpretations or applications of existing laws, regulations and standards, we may become subject to audits, inquiries, whistleblower complaints, adverse media coverage, investigations, loss of export privileges, or severe criminal or civil sanctions, all of which may affect our financial condition, operating results, and our reputation. Unauthorized access or disclosure of personal or other sensitive or confidential data of Company (including data about third parties which the Company possesses), whether through systems failure, employee negligence, fraud, or misappropriation, by the Company, our service providers or other parties with whom we do business (if they fail to meet the standards we impose, or if their systems on which our data is stored experience any data breaches or security incidents) could also subject us to significant litigation, monetary damages, regulatory enforcement actions, fines, and criminal prosecution in one or more jurisdictions.

Risks Related to our Common Stock

There is a limited market for our common stock that may make it more difficult to dispose of your stock.

Our common stock is currently listed on the Nasdaq Capital Market under the symbol “CYN”. There is a limited trading market for our common stock. Accordingly, there can be no assurance as to the liquidity of any markets that may develop for our common stock, the ability of holders of our common stock to sell shares of our common stock, or the prices at which holders may be able to sell their common stock.

Future sales of our common stock in the public market could cause the market price of our common stock to decline.

Sales of a substantial number of shares of our common stock in the public market, or the perception that these sales might occur, could depress the market price of our common stock and could impair our ability to raise capital through the sale of additional equity securities. Many of our existing equity holders have substantial unrecognized gains on the value of the equity they hold based upon the price of our initial public offering, and therefore, they may take steps to sell their shares or otherwise secure the unrecognized gains on those shares. We are unable to predict the timing of or the effect that such sales may have on the prevailing market price of our common stock.

Our stock price may be volatile, and the value of our common stock may decline.

Prior to our initial public offering in October 2021, there was no public market for our common stock and our common stock is not actively traded. The lack of an active market for our common stock may impair investors’ ability to sell their shares at the time they wish to sell them or at a price that they consider reasonable, may reduce the market value of their shares and may result in significant price and volume fluctuations. The market price of our common stock may fluctuate or decline significantly in response to numerous factors, many of which are beyond our control, including:

actual or anticipated fluctuations in our financial condition or results of operations;

variance in our financial performance from expectations of securities analysts;

changes in the pricing of the solutions on our platforms;

changes in our projected operating and financial results;

changes in laws or regulations applicable to our technology;

announcements by us or our competitors of significant business developments, acquisitions or new offerings;

sales of shares of our common stock by us or our shareholders;

significant data breaches, disruptions to or other incidents involving our technology;

our involvement in litigation;

future sales of our common stock by us or our stockholders;

changes in senior management or key personnel;

the trading volume of our common stock;

changes in the anticipated future size and growth rate of our market;

general economic and market conditions; and

other events or factors, including those resulting from war, incidents of terrorism, global pandemics or responses to these events.

Broad market and industry fluctuations, as well as general economic, political, regulatory and market conditions, may also negatively impact the market price of our common stock. In addition, technology stocks have historically experienced high levels of volatility. In the past, companies who 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, which could result in substantial expenses and divert our management’s attention.

Future securities issuances could result in significant dilution to our stockholders and impair the market price of our common stock.

Future issuances of shares of our common stock could depress the market price of our common stock and result in dilution to existing holders of our common stock. Also, to the extent outstanding options and warrants to purchase our shares of our common stock are exercised or options or other equity-based awards are issued or become vested, there will be further dilution. The amount of dilution could be substantial depending upon the size of the issuances or exercises. Furthermore, we may issue additional equity securities that could have rights senior to those of our common stock.

We anticipate that we will need to raise additional capital, and our issuance of additional capital stock in connection with financings, acquisitions, investments, our equity incentive plans or otherwise will dilute all other stockholders.

We expect to issue additional capital stock in the future that will result in dilution to all other stockholders. We expect to grant equity awards to employees, directors and consultants under our equity incentive plans. We may also raise capital through equity financings in the future. As part of our business strategy, we may acquire or make investments in companies, products or technologies and issue equity securities to pay for any such acquisition or investment. We may not be able to obtain additional capital if and when needed on terms acceptable to us, or at all. Further, if we do raise additional capital, it may cause stockholders to experience significant dilution of their ownership interests and the per share value of our common stock to decline.

We do not intend to pay cash dividends for the foreseeable future and, as a result, your ability to achieve a return on your investment will depend on appreciation in the price of our common stock.

We have never declared or paid any cash dividends on our capital stock, and, subject to the discretionary dividend policy described in the section entitled “Dividend Policy” of this Annual Report, we do not intend to pay any cash dividends in the foreseeable future. On September 29, 2023, our board of directors declared a one-time special dividend of 10% on our issued and outstanding shares of our common stock to holders of record on October 23, 2023. Any determination to pay dividends in the future will be at the discretion of our board of directors. Accordingly, you may need to rely on sales of our common stock after price appreciation, which may never occur, as the only way to realize any future gains on your investment.

We are an “emerging growth company,” and we cannot be certain if the reduced reporting and disclosure requirements applicable to emerging growth companies will make our common stock less attractive to investors.

We are an “emerging-growth company,” as defined in the JOBS Act, and we have elected to take advantage of certain exemptions from various reporting requirements that are applicable to other public companies that are not “emerging growth companies,” including the auditor attestation requirements of Section 404 of the Sarbanes-Oxley Act, or Section 404, reduced disclosure obligations regarding executive compensation in our periodic reports and proxy statements, and exemptions from the requirements of holding a nonbinding advisory vote on executive compensation and stockholder approval of any golden parachute payments not previously approved. Pursuant to Section 107 of the Jumpstart Our Business Startups (“JOBS”) Act, as an emerging growth company, we have elected to use the extended transition period for complying with new or revised accounting standards until those standards would otherwise apply to private companies. As a result, our consolidated financial statements will not be comparable to the financial statements of issuers who are required to comply with the effective dates for new or revised accounting standards that are applicable to public companies, which may make our common stock less attractive to investors. In addition, if we cease to be an emerging growth company, we will no longer be able to use the extended transition period for complying with new or revised accounting standards.

We will remain an emerging-growth company until the earliest of: (1) the last day of the fiscal year following the fifth anniversary of our initial public offering; (2) the last day of the first fiscal year in which our annual gross revenue is $1.07 billion or more; (3) the date on which we have, during the previous rolling three-year period, issued more than $1 billion in non-convertible debt securities; and (4) the date we qualify as a “large accelerated filer,” with at least $700 million of equity securities held by non-affiliates.

We cannot predict if investors will find our common stock less attractive as a result of choosing to rely on these exemptions. For example, if we do not adopt a new or revised accounting standard, our future results of operations will not be as comparable to the results of operations of certain other companies in our industry that adopted such standards. If some investors find our common stock less attractive as a result, there may be a less active trading market for our common stock, and our stock price may be more volatile.

Anti-takeover provisions in our charter documents may discourage our acquisition by a third party, which could limit our stockholders’ opportunity to sell their shares, at a premium.

Our amended and restated certificate of incorporation includes provisions that could limit the ability of others to acquire control of our company. These provisions could have the effect of depriving our stockholders of an opportunity to sell their shares at a premium over prevailing market prices by discouraging third parties from seeking to obtain control in a tender offer or similar transaction. Among other things, the charter documents will provide:

certain amendments to our bylaws that will require the approval of two-thirds of the combined vote of our then-outstanding shares of our common stock; and

our board of directors has the authority, without further action by our stockholders, to issue preferred stock in one or more series and to fix their designations, powers, preferences, privileges, and relative participating, optional, or special rights, and the qualifications, limitations, or restrictions, including dividend rights, conversion rights, voting rights, terms.

Our amended and restated certificate of incorporation designates the Court of Chancery of the State of Delaware and federal court within the State of Delaware as the exclusive forum for certain types of actions and proceedings that our stockholders may initiate, which could limit a stockholder’s ability to obtain a favorable judicial forum for disputes with us or our directors, officers or employees.

Our amended and restated certificate of incorporation provides that, subject to limited exceptions, the Court of Chancery of the State of Delaware will be exclusive forums for any:

derivative action or proceeding brought on our behalf;

action asserting a claim of breach of a fiduciary duty owed by any of our directors, officers or other employees to us or our stockholders;

action asserting a claim against us, our directors or officers or employees arising pursuant to any provision of the DGCL, our amended and restated certificate of incorporation or amended and restated bylaws; or

other action asserting a claim against us, our directors or officers or employees that is governed by the internal affairs doctrine.

This choice of forum provision does not apply to actions brought to enforce a duty or liability created under the Exchange Act. Our amended and restated certificate of incorporation to be in effect after this offering also provides that the federal district courts of the United States are the exclusive forum for the resolution of any complaint asserting a cause of action arising under the Securities Act. We intend for this provision to apply to any complaints asserting a cause of action under the Securities Act despite the fact that Section 22 of the Securities Act creates concurrent jurisdiction for the federal and state courts over all actions brought to enforce any duty or liability created by the Securities Act or the rules and regulations promulgated thereunder. There is uncertainty as to whether a court would enforce such a provision with respect to claims under the Securities Act, and our stockholders will not be deemed to have waived our compliance with the federal securities laws and the rules and regulations thereunder. Any person or entity purchasing or otherwise acquiring any interest in shares of our capital stock shall be deemed to have notice of and to have consented to the provisions of our amended and restated certificate of incorporation described above.

These choice of 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 such lawsuits against us and our directors, officers and employees. Alternatively, if a court were to find these provisions of our amended and restated certificate of incorporation inapplicable to, or unenforceable in respect of, one or more of the specified types of actions or proceedings, we may incur additional costs associated with resolving such matters in other jurisdictions, which could adversely affect our business and financial condition.

General Risk Factors

The restatement of our previously issued financial statements for the Affected Periods has resulted in unanticipated costs, stockholder litigation and regulatory actions, and may adversely affect investor confidence, our stock price, our ability to raise capital in the future and our reputation.

We incurred unanticipated costs for accounting and legal fees in connection with the restatement of our financial statements for the fiscal year ended December 31, 2024. The restatement may erode investor confidence in our company, our financial reporting, accounting practices and processes, and may raise reputational issues for our business. The restatement may also negatively impact the trading price of our securities and make it more difficult for us to raise capital on acceptable terms, or at all. In addition, the restatement and related material weaknesses in our internal control over financial reporting may result in stockholder litigation against us and adverse regulatory consequences. These and any future regulatory consequences, litigation, claims or disputes, whether successful or not, could subject us to additional costs, divert the attention of our management, or impair our reputation. Each of these consequences could have a material adverse effect on our business, results of operations and financial condition.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations

The objective of this Management’s Discussion and Analysis is to allow investors to view the Company from management’s perspective, considering items that would have a material impact on future operations. The following discussion and analysis summarizes the significant factors affecting our results of operations and financial condition as of and during the years ended December 31, 2025 and 2024 and should be read in conjunction with our consolidated financial statements and related notes included elsewhere in this Annual Report. This discussion contains forward-looking statements based upon current plans, expectations and beliefs that involve risks and uncertainties. Our actual results and the timing of certain events could differ materially from those anticipated in or implied by these forward-looking statements as a result of several factors, including those discussed in the section captioned “Risk Factors” included under Part I, Item 1A and elsewhere in this Annual Report. See also the section captioned “Forward-Looking Statements” in this Annual Report.

Overview

We are an autonomous vehicle technology company that is focused on addressing industrial uses for autonomous vehicles. We believe that technological innovation is needed to enable adoption of autonomous industrial vehicles that will address the substantial industry challenges that exist today. These challenges include labor shortages, lagging technological advancements from incumbent vehicle manufacturers, and high upfront investment commitment.

Industrial sites are typically rigid environments with consistent standards as opposed to city streets that have more variable environmental and situational conditions and diverse regulations. These differences in operational design domains will be major factors that make proliferation of industrial AVs in private settings achievable with less time and resources than AVs on public roadways. Namely, safety and infrastructure challenges are cited as roadblocks that have delayed AVs from operating on public roadways at scale. Our focus on industrial AVs simplifies these challenges because industrial facilities (especially those belonging to a single end customer that operates similarly at different sites) share much more in common than different cities do. Furthermore, our end customers own their infrastructure and can make changes more easily than governments can on public roadways.

With these challenges in mind, we are developing an Enterprise Autonomy Suite (“EAS”) that leverages advanced in-vehicle autonomous driving technology and incorporates leading supporting technologies like data analytics, asset tracking, fleet management, cloud, and connectivity. EAS provides a differentiated solution that we believe will drive pervasive proliferation of industrial autonomy and create value for customers at every stage of their journey towards full automation and the adoption of Industry 4.0.

EAS is a suite of technologies and tools that we divide into three complementary categories:

DriveMod , our modular industrial vehicle autonomous driving software;

Cyngn Insight , our customer-facing tool suite for monitoring and managing AV fleets (including remotely operating vehicles) and generating/aggregating/analyzing data (including the IoT gateway device); and

Cyngn Evolve , our internal tool suite and infrastructure that facilitates artificial intelligence AI and machine learning (“ML”) training to continuously enhance our algorithms and models and provides a simulation framework (both record/rerun and synthetic scenario creation) to ensure that data collected in the field can be applied to validating new releases.

Legacy automation providers manufacture specialized industrial vehicles with integrated robotics software for rigid tasks, limiting automation to narrow uses. Unlike these specialized vehicles, EAS can be compatible with the existing vehicle assets in addition to new vehicles that have been purpose built for autonomy by vehicle manufacturers. EAS is operationally expansive, vehicle agnostic, and compatible with indoor and outdoor environments. By offering flexible autonomous services, we aim to remove barriers to industry adoption.

We understand that scaling of autonomy solutions will require an ecosystem made up of different technologies and services that are enablers for AVs. Our approach is to forge strategic collaborations with complementary technology providers that accelerate AV development and deployment, provide access to new markets, and create new capabilities. Our focus on designing DriveMod to be modular will combine with our experience deploying AV technology on diverse industrial vehicle form factors, which will be difficult for competitors to replicate.

We expect our technology to generate revenue through two main methods: deployment and EAS subscriptions. Deploying our EAS requires us and our integration partners to work with a new client to map the facility, gather data, and install our AV technology within their fleet and site. These deployments typically result in revenue based on the overall scope of the project and the integrated solution delivered.

Following deployment, we continue to generate revenue through ongoing access to and use of our Enterprise Autonomy Suite (“EAS”), which includes software-enabled functionality, monitoring, updates, and support. These arrangements provide customers with continuous access to our evolving autonomous vehicle capabilities and are generally structured over a contractual term during which the customer receives and consumes the benefits of the integrated solution.

We will seek to achieve sustained revenue growth largely from ongoing SaaS-style EAS subscriptions that enable companies to tap into our ever-expanding suite of AV and AI capabilities as organizations transition into full industrial autonomy.

Although both the components and the combined solutions of EAS are still under development, we have EAS licenses with paying customers and have piloted EAS for paid customer trial and pilot deployments. We expect EAS to continually be developed and enhanced according to evolving customer needs, which will take place concurrently while other completed features of EAS are commercialized. We expect annual R&D expenditures in the foreseeable future to exceed that of 2025. We also had limited paid deployments in 2025 that offset some of the ongoing R&D costs of continually developing EAS.

Our go-to-market strategy is to acquire new customers that use industrial vehicles in their mission-critical and daily operations by (a) leveraging the relationships and existing customers of our network of strategic partners, (b) bringing AV capabilities to industrial vehicles as a software service provider, and (c) executing a robust in-house sales and marketing effort to nurture a pipeline of industrial organizations. Our focus is on acquiring new customers who are either looking (a) to embed our technology into their vehicle product roadmaps or (b) to apply autonomy to existing fleets with our vehicle retrofits. In turn, our customers are any organizations that could utilize our EAS solution, including OEMs that supply industrial vehicles, end customers that operate their own industrial vehicles, or service providers that operate industrial vehicles for end customers.

As OEMs and leading industrial vehicle users seek to increase productivity, reinforce safer working environments, and scale their operations, we believe we are uniquely positioned to deliver a dynamic autonomy solution via our EAS to a wide variety of industrial uses. Our long-term vision is for EAS to become a universal autonomous driving solution with minimal marginal cost for companies to adopt new vehicles and expand their autonomous fleets across new deployments. We have already deployed DriveMod software on more than 10 different vehicle form factors that range from stockchasers and forklifts to 14-seat shuttles and 5-meter-long cargo vehicles demonstrating the extensibility of our AV building blocks.

Our strategy upon establishing a customer relationship with an OEM, is to seek to embed our technology into their vehicle roadmap and expand our services to their many clients. Once we solidify an initial AV deployment with a customer, we intend to seek to expand within the site to additional vehicle platforms and/or expand the use of similar vehicles to other sites operated by the customer. This “land and expand” strategy can repeat iteratively across new vehicles and sites and is at the heart of why we believe industrial AVs that operate in geo-fenced, constrained environments are poised to create value.

Critical Accounting Policies and Estimates and Judgements

Our consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States. The preparation of these financial statements requires us to make estimates and judgments that affect the reported amounts of assets and liabilities, disclosure of contingent liabilities at the date of the consolidated financial statements, and the reported amounts of revenues and expenses during the reporting period. We continually evaluate our estimates and judgments. We base our estimates and judgments on historical experience and other factors that we believe to be reasonable under the circumstances. Materially different results can occur as circumstances change and additional information becomes known. Besides the estimates identified below that are considered critical, we make many other accounting estimates in preparing our consolidated financial statements and related disclosures. All estimates, whether or not deemed critical, affect reported amounts of assets, liabilities, revenues and expenses, as well as disclosures of contingent liabilities. These estimates and judgments are also based on historical experience and other factors that are believed to be reasonable under the circumstances. Materially different results can occur as circumstances change and additional information becomes known, even for estimates and judgments that are not deemed critical.

The Company considers costs to develop software, warrants and share-based compensation to be critical accounting estimates and believes the associated assumptions and estimates to have the greatest potential impact on our consolidated financial statements.

Costs to Develop Software

The Company incurs costs related to internally developed software. Based on the nature of the software the Company capitalizes software costs under the following guidance.

Internal-Use Software

The Company capitalizes certain costs related to internal-use software, primarily consisting of direct labor and third-party vendor costs associated with creating the software. Software development projects generally include three stages: the preliminary project stage (all costs are expensed as incurred), the application development stage (certain costs are capitalized and certain costs are expensed as incurred) and the post-implementation/operation stage (all costs are expensed as incurred). Costs capitalized in the application development stage include costs related to the design and implementation of the selected software components, software build and configuration infrastructure, and software interfaces. Capitalization of costs requires judgment in determining when a project has reached the application development stage, the proportion of time spent in the application development stage, and the period over which the Company expects to benefit from the use of that software. Once the software is placed in service, these costs are amortized on the straight-line method over the estimated useful life of the software, which is generally three to five years. There is judgment involved in the determination of the useful life. Internal-use software is classified as property and equipment in accordance with ASC 350, Intangibles - Goodwill and Other.

Costs to Develop Software to be Sold, Leased or Otherwise Marketed

The Company accounts for research costs of computer software to be sold, leased or otherwise marketed as expense until technological feasibility has been established for the product. Once technological feasibility is established, all software costs are capitalized until the product is available for general release to customers. Judgment is required in determining when technological feasibility of a product is established. We have determined that technological feasibility for our software products is reached shortly after a working prototype is complete and meets or exceeds design specifications including functions, features, and technical performance requirements. After technological feasibility is established, judgment is required to determine the amount of payroll and stock-based compensation costs to be capitalized on the remaining development efforts. These costs will continue to be capitalized until such time as when the product or enhancement is available for general release to customers.

Computer software to be sold, leased or otherwise marketed is classified as an intangible asset. Capitalized software development costs are amortized using the greater of (a) the amount computed using the ratio that current gross revenue for a product bear to total of current and anticipated future gross revenue for that product or (b) the straight-line method, beginning upon commercial release of the product, and continuing over the remaining estimated economic life of the product, not to exceed three years to five years and recorded as cost of revenue. Amortization will begin when the product or enhancement is available for general release to customers. No amortization has begun for externally sold software, as the software enhancement is still in development. Management evaluates the useful lives of these assets on a quarterly basis and tests for impairment whenever events or changes in circumstances occur that could impact the recoverability of these assets. No impairment charges were associated with the Company’s sold, leased or otherwise marketed software for the year ended December 31, 2025.

During the year ended December 31, 2025, management completed a review of the Company’s capitalized software development projects. Based on this review, management determined that projects previously capitalized as developed software no longer met the criteria for capitalization under ASC 985-20, External-Use Software, resulting from new technical development issues that did not exist and could not have been reasonably anticipated in prior periods.

As a result, the Company revised its estimate regarding the point at which technological feasibility is achieved for software development activities. This change in estimate was made to reflect management’s current expectations about the timing and certainty of future technological milestones.

The change in estimate was accounted for prospectively in accordance with ASC 250, Accounting Changes and Error Corrections, and did not require restatement of prior-period financial statements. For the year ended December 31, 2025, the Company recognized a total of $1.4 million related to costs originally capitalized in 2024 and $1.2 million related to costs capitalized during the first two quarters of 2025 as research and development expense resulting from this change.

Common Stock Warrants

The Company issued to its lead underwriter in the Company’s initial public offering consummated in October 2021, (the “IPO”), warrants to purchase up to 9 shares of its common stock, exercisable at a price per share of $40,650 and expiring on October 19, 2026. Additionally, in connection with the Private Placement offering completed on April 29, 2022, the Company issued warrants to purchase 426 shares of its common stock, exercisable at a price per share of $140,625 and expiring on April 29, 2027. The Company accounts for warrants in accordance with ASC 480, Distinguishing Liabilities from Equity, depending on the specific terms of the warrant agreement. The Company determined the fair value of the warrants using the Black-Scholes pricing model and treated the valuation as equity instruments in consideration of the cashless settlement provisions in the warrant agreements.

The Company also applied the guidance in ASC 340-10-S99-1, Other Assets and Deferred Costs, that states specific incremental costs directly attributable to a proposed or actual offering of equity securities may properly be deferred and charged against the gross proceeds of the offering. The Company treated the valuation of the warrants as directly attributable to the issuance of an equity contract and, accordingly, classified the warrants as additional paid-in capital.

The Company issued Series A warrants and Series B warrants in connection with securities purchase agreement on December 20, 2024. The Company accounts for warrants in accordance with ASC 480, Distinguishing Liabilities from Equity, depending on the specific terms of the warrant agreement. The estimated fair value of the Company’s warrant agreements has been determined to be Level 3 measurement, as certain inputs used to determine the fair value of these agreements are unobservable. The Company determined the fair value of the warrants using the Monte Carlo pricing model and treated the valuation as a liability in consideration of the variable number of the issuer’s equity shares in the warrant agreements. The resulting warrant liabilities are re-measured at each balance sheet date until their exercise or expiration, and any change in fair value is recognized in the Company’s consolidated statements of operations under other income (expense). After shareholder approval on January 30, 2025, the strike price and the number of equity shares are now fixed. Therefore, in accordance with ASC 815-40-35-8, Derivatives and Hedging Reclassification of Contracts, the Series A warrants were re-measured utilizing the Black Scholes model and reclassified into equity. The Series A warrants are included in equity in the consolidated balance sheet as of December 31, 2025. The Series B warrants were re-measured utilizing the Black Scholes model immediately before exercise and were fully exercised in February 2025.

Stock-based Compensation

The Company recognizes the cost of share-based awards granted to employees and directors based on the estimated grant-date fair value of the awards. Cost is recognized on a straight-line basis over the service period, which is generally the vesting period of the award. The Company recognizes stock-based compensation cost and reverses previously recognized costs for unvested awards in the period forfeitures occur, if any. The Company determines the fair value of stock options using the Black-Scholes option pricing model, which is impacted by the fair value of the Company’s common stock, expected price volatility of the common stock, expected term, risk-free interest rates, and expected dividend yield.

Results of Operations

Revenue

We derive revenue from EAS subscriptions with relative add-on offerings such as hardware revenue and other revenue (i.e., deployment costs). Revenue from these subscriptions and add-ons are recognized monthly over the service contract life, beginning at the time that a customer acknowledges acceptance of the service.

During 2025, the Company recognized $0.2 million of revenue, substantially all related to EAS subscriptions and hardware revenue. During 2024, the Company recognized $0.4 million of revenue, substantially all related to EAS subscriptions and hardware revenue.

Cost of Revenue

Cost of revenues consists primarily of direct labor and related fringe benefits for internal engineering resources costs incurred for the completion of the contracts and hardware costs.

During 2025, the Company reported cost of revenue of $0.1 million consisting primarily of deployment costs related to personnel costs and travel expenses. During 2024, the Company reported cost of revenue of $0.5 million consisting primarily of deployment costs, related to personnel costs, travel expenses and associated hardware costs to specific customers.

Research and Development

Research and development expense consist primarily of internal engineering and development expenses, materials, labor and stock-based compensation and outsourced engineering services related to development of the Company’s products and services. Research and development costs incurred during deployments are capitalized and expensed when the associated contract revenue is recognized. All other research and development costs are expensed as incurred.

Research and development expense for the year ended December 31, 2025 increased by $1.2 million or 10.7% to $12.5 million from $11.3 million for the year ended December 31, 2024. The increase is primarily attributable to personnel related costs and expanded leased space.

General and Administrative

General, and administrative expense consist primarily of personnel costs, facilities expenses, depreciation and amortization, travel, and advertising costs.

General and administrative expenses increased by approximately $1.9 million or 16.7% to $13.3 million for the year ended December 31, 2025 from $11.4 million for the year ended December 31, 2024. The increase primarily relates to additional executive bonuses and advertising.

Interest income (Expenses), net

Interest income (expense), net increased by $1.3 million to $0.2 million for the year ended December 31, 2025 from ($1.1 million) for the year ended December 31, 2024. Interest income consists primarily of interest earned of $0.2 million from the Company’s interest-bearing bank accounts.

Other Income (Expenses), net

Other income (expense), net increased by $12.7 million to $2.2 million for the year ended December 31, 2025 from ($10.5 million) for the year ended December 31, 2024. Other income consists primarily of fair value remeasurement of $1.1 million and realized gains earned on the Company’s short-term investments of $0.9 million.

Liquidity and Capital Resources

The Company’s principal source of liquidity is its cash and current maturities of short-term investments. Short-term investments consist of placements in U.S. government securities with original maturities between three to nine months. As of December 31, 2025, the Company had unrestricted cash of approximately $0.1 million and short-terms investments of $33.7 million. As of December 31, 2024, the Company had unrestricted cash of approximately $23.6 million and no short-terms investments.

On April 23, 2024, the Company entered into an underwritten agreement with Aegis Capital Corp. (“Aegis”), pursuant to which Aegis acted as the Company’s underwriter on a firm commitment basis in connection with the sale by the Company of an aggregate of 3,333 shares of common stock in a public offering, which included: (i) 1,320 shares of common stock, and (ii) pre-funded warrants to purchase 2,013 shares of common stock. The pre-funded warrants had a nominal exercise price of $0.0015. Each share of common stock was sold at an offering price of $1,500, and each pre-funded warrant was sold at an offering price of $1,499.85. The pre-funded warrants are classified as a component of permanent stockholders’ equity within additional paid-in capital and were recorded at the issuance date concluding the purchase price approximated the fair value. The offering closed on April 25, 2024. On May 3 2024, the Company closed on the sale of an additional 136 shares of common stock, upon exercise by the underwriter of the over-allotment option. The Company received net proceeds of approximately $4.6 million, after deducting the estimated offering expenses payable by the Company, including the placement agent fees.

On November 12, 2024, the Company entered into a securities purchase agreement with certain investors pursuant to which we sold, in a private placement, senior notes with an aggregate principal amount of $4,375,000 (the “Notes”), and received proceeds before expenses of $3,500,000. As consideration for entering into the agreement, we issued a total of 2,701 shares of common stock of the Company to the Purchasers on November 13, 2024. The principal amount of the Notes were repaid on December 23, 2024.

On November 12, 2024, the Company implemented a cost reduction plan in order to reduce its average monthly cash burn from approximately $1.8 million per month to approximately $1 million per month for 90 days. This included reducing staff from approximately 80 people to approximately 60 people, temporarily suspending certain non-essential operations and reducing or eliminating all discretionary expenses. With the additional capital raised in December 2024, the Company has resumed normal operations.

On December 20, 2024, the Company entered into a securities purchase agreement for the sale and issuance of (i) 20,507 units at a public offering price per Unit of $241.50 with each Unit consisting of one share of common stock, par value $0.00001 per share, one Series A warrant to purchase one share of Common Stock at an exercise price of $301.875 per share and one Series B warrant to purchase one share of Common Stock at an exercise price of $301.875 and (ii) 62,309 pre-funded units at a public offering price of $241.485 per Pre-Funded Unit, with each Pre-Funded Unit consisting of one pre-funded warrant exercisable for one share of Common Stock at an exercise price of $0.015 per share, one Series A Warrant and one Series B Warrant. The net proceeds to the Company from the Offering were approximately $18.2 million, after deducting placement agent’s fees and the payment of other offering expenses associated with the offering that were payable by the Company.

On December 30, 2024, the “Company entered into a securities purchase agreement pursuant to which the Company agreed to sell and issue, in a registered direct offering, 44,333 shares of its common stock, par value $0.015 per share at a purchase price of $90 per share and 55,667 pre-funded warrants to purchase shares of Common Stock, at a purchase price of $89.985 per Pre-Funded Warrant. The Company received net proceeds of approximately $8.1 million from the offering, after deducting the estimated offering expenses payable by the Company, including the placement agent fees.

On June 26, 2025, the Company entered into a securities purchase agreement with certain investors, pursuant to which the Company agreed to sell and issue, in a registered direct offering, 192,496 shares of its common stock, par value $0.00001 per share, at a purchase price of $5.01 per share and 2,801,516 pre-funded warrants to purchase shares of common stock, at a purchase price of $5.00999 per pre-funded warrant. The Company received net proceeds of approximately $15.9 million from the offering, after deducting the estimated offering expenses payable by the Company of $1.3 million, including the placement agent fees.

On June 27, 2025, the Company entered into a securities purchase agreement with certain investors, pursuant to which the Company agreed to sell and issue, in a registered direct offering, 313,564 shares of its common stock, par value $0.00001 per share, at a purchase price of $7.50 per share and 1,979,769 pre-funded warrants to purchase shares of common stock, at a purchase price of $7.49999 per pre-funded warrant. The Company received net proceeds of approximately $13.7 million from the offering, after deducting the estimated offering expenses payable by the Company of $1.3 million, including the placement agent fees.

On September 5, 2025, the Company entered into an At-The-Market Issuance Sales Agreement (the “Sales Agreement”) with Aegis Capital Corp. (the “Agent”), under which the Company may, from time to time, sell shares of the Company’s common stock having an aggregate offering price of up to $100,000,000 in “at the market” offerings through or to the Agent, as sales agent or principal. Sales of the shares of common stock, if any, will be made at prevailing market prices at the time of sale, or as otherwise agreed with the Agent. The Agent will receive a commission from the Company of up to 3.0% of the gross proceeds of any shares of common stock sold under the Sales Agreement.

In October 2025, the Company sold an aggregate of 935,114 shares of common stock pursuant to the Sales Agreement for gross proceeds of $5,778,031. The Company paid a commission of $173,341 to Aegis Capital Corp., representing 3% of the gross proceeds, and $131,990 in issuance costs resulting in net proceeds of approximately $5,472,691. The shares were issued at a par value of $0.00001 per share. The par value of the shares issued was recorded as common stock, with the excess of net proceeds over par value recorded as additional paid-in capital.

The Company’s liquidity is based on its ability to enhance its operating cash flow position, obtain capital financing from equity interest investors and borrow funds to fund its general operations, research and development activities and capital expenditures.

Based on cash flow projections from operating, investing and financing activities and the existing balance of cash and short-term investments, management is of the opinion that the Company has sufficient funds for sustainable operations, and it will be able to meet its payment obligations from operations and related commitments for the 12 months following the date these consolidated financial statements were issued.

Cash Flows

Operating activities

Net cash used in operating activities for the year ended December 31, 2025 was $23.6 million, an increase of approximately $4.4 million or 22.8% compared to $19.2 million for the year ended December 31, 2024. The increase is primarily attributed to an increase in inventory related to tuggers, the fair value remeasurement of the warranty liabilities, and the security deposit for the new office location.

Investing activities

Net cash used in investing activities for the year ended December 31, 2025 was $34.1 million, an increase of approximately $37.1 million compared to net cash provided by investing activities of $2.9 million for the year ended December 31, 2024. The increase consists of short-term investment maturities of $54.5 million, which were offset by short-term investment purchases of approximately $87.4 million, R&D-related hardware equipment purchases of approximately $1.2 million, and approximately $0.03 million in acquisition of intangible assets.

Financing activities

Net cash provided by financing activities for the year ended December 31, 2025 was $35.1 million, a decrease of approximately $1.2 million compared to $36.3 million for the year ended December 31, 2024. The decrease is due to the following net proceeds received in each year:

December 31,

December 31,

Proceeds from at-the-market equity financing, net of issuance costs

Proceeds from public issuance of common stock, net of offering costs

ATM, from May 2023 to July 2024

Placement agent agreement, December 8, 2023

Proceeds from public issuance of common stock and pre-funded warrants and exercise of pre-funded warrants

Proceeds from issuance of warrants

Proceeds from the Notes, net of issuance costs

Repayment of the Notes

Total financings

Emerging Growth Company Status

We are an “emerging-growth company”, as defined in the JOBS Act, and, for as long as we continue to be an emerging growth company, we may choose to take advantage of exemptions from various reporting requirements applicable to other public companies but not to emerging growth companies, including, but not limited to, not being required to have our independent registered public accounting firm audit our internal control over financial reporting under Section 404 of the Sarbanes-Oxley Act, reduced disclosure obligations regarding executive compensation in our periodic reports and proxy statements and exemptions from the requirements of holding a nonbinding advisory vote on executive compensation and stockholder approval of any golden parachute payments not previously approved. As an emerging growth company we can also delay adopting new or revised accounting standards until such time as those standards apply to private companies. We intend to avail ourselves of these options. Once adopted, we must continue to report on that basis until we no longer qualify as an emerging growth company.

We will cease to be an emerging growth company upon the earliest of: (i) the end of the fiscal year following the fifth anniversary of the initial public offering; (ii) the first fiscal year after our annual gross revenue are $1.07 billion or more; (iii) the date on which we have, during the previous three-year period, issued more than $1.0 billion in non-convertible debt securities; or (iv) the end of any fiscal year in which the market value of our common stock held by non-affiliates exceeded $700 million as of the end of the second quarter of that fiscal year. We cannot predict if investors will find our common stock less attractive if we choose to rely on these exemptions. If, as a result of our decision to reduce future disclosure, investors find our common shares less attractive, there may be a less active trading market for our common shares and the price of our common shares may be more volatile.

We are also a “smaller reporting company”, meaning that the market value of our stock held by non-affiliates plus the aggregate amount of gross proceeds to us as a result of the IPO is less than $700 million and our annual revenue was less than $100 million during the most recently completed fiscal year. We may continue to be a smaller reporting company if either (i) the market value of our stock held by non-affiliates is less than $250 million or (ii) our annual revenue was less than $100 million during the most recently completed fiscal year and the market value of our stock held by non-affiliates is less than $700 million. If we are a smaller reporting company at the time we cease to be an emerging growth company, we may continue to rely on exemptions from certain disclosure requirements that are available to smaller reporting companies. Specifically, as a smaller reporting company we may choose to present only the two most recent fiscal years of audited financial statements in our Annual Report on Form 10-K and, similar to emerging growth companies, smaller reporting companies have reduced disclosure obligations regarding executive compensation.