ServiceTitan, Inc.TTAN

Risks of new AI-powered features, competitor technologies, and platform obsolescence.

“Any new product or platform enhancements or expansions we develop or acquire might not be introduced in a timely or cost-effective manner and might not achieve the broad market acceptance necessary to generate significant revenue. If any of our competitors implement new technologies before we are able to implement them, those competitors may be able to provide more effective products and services than ours at lower prices. Competitors may also develop and introduce new products or entirely new technologies to replace our existing platform, which could make our platform obsolete or adversely affect our business. If we expand our platform to include consumer-facing capabilities, we may face new competition from established consumer-facing marketplaces and lead-generation platforms that have significant brand recognition, large existing user bases and established relationships with consumers. New products or platform enhancements or expansions may initially suffer from performance and quality issues that may negatively impact our ability to market and sell such products to new and existing customers. Additionally, we may experience difficulties with software development, design, marketing or third-party partnerships that could delay or prevent our development, introduction or implementation of new products, features, capabilities or platform expansions. Furthermore, as we incorporate AI functionality into our platform and products, our customers may be reluctant to adopt AI-powe”

Mentions ease of adoption of AI-powered features and agentic workflows.

“ease of adoption and use of our platform, including AI-powered features and agentic workflows;”

Risks of LLM inaccuracies, IP infringement, agentic workflow errors, and data misuse.

“We have incorporated a number of AI features into our platform and believe that providing AI tools and insights will become increasingly important to the value that our solutions and services deliver to our customers. As with many developing technologies, LLMs in particular are a new and emerging technology that is in its early stages of commercial use and presents a number of inherent risks and challenges that could affect further development, adoption, and use, and therefore our business. Due to the evolving nature of the algorithms and technology underpinning LLMs, there is a risk that our AI solutions could produce inaccurate or misleading content or other discriminatory or unexpected results or behaviors (e.g., LLM hallucinatory behavior that can generate irrelevant, nonsensical or factually incorrect results). Further, the content, analyses or recommendations generated by our LLMs could produce information or other content that infringes, misappropriates or violates the intellectual property rights of others. As we integrate agentic workflows into our platform, the actions that are taken by AI-powered agents could be incorrect or unintended, resulting in negative impacts for both us and our customers. In addition, increasing use of AI creates opportunities for the potential loss or misuse of Personal Information and other data that forms part of any data set, including any of our proprietary data assets derived from our customers’ use of our platform, that was collected”

Investor concerns that agentic AI may disrupt traditional software models.

“Recently, the stock markets in general, and the markets for technology stocks in particular, have experienced extreme volatility. The stock prices of many technology companies have declined significantly and in certain instances the declines have been unrelated or disproportionate to the operating performance of those companies. Software company stock prices have experienced significant declines, driven in part by investor concerns that advances in AI, including agentic AI and AI-enabled automation tools, may disrupt traditional software business models and pricing structures. Furthermore, the trading price of our Class A common stock may be adversely affected by third parties trying to drive down the trading price of our Class A common stock. Short sellers and others, some of whom post anonymously on social media, can negatively affect the trading price of our Class A common stock and may be positioned to profit if the trading price of our Class A common stock declines. These broad market and industry factors may seriously harm the trading price of our Class A common stock, regardless of our operating performance.”

ServiceTitan faces risks if customers are reluctant to adopt AI functionality including agentic workflows into its platform.

“Any new product or platform enhancements we develop or acquire might not be introduced in a timely or cost-effective manner and might not achieve the broad market acceptance necessary to generate significant revenue. If any of our competitors implement new technologies before we are able to implement them, those competitors may be able to provide more effective products and services than ours at lower prices. Competitors may also develop and introduce new products or entirely new technologies to replace our existing platform, which could make our platform obsolete or adversely affect our business. New products or platform enhancements may initially suffer from performance and quality issues that may negatively impact our ability to market and sell such products to new and existing customers. Additionally, we may experience difficulties with software development, design or marketing that could delay or prevent our development, introduction or implementation of new products, features or capabilities. Furthermore, as we incorporate AI functionality into our platform and products, our customers may be reluctant to adopt AI-powered solutions, especially agentic workflows, or adopt them more slowly than we expect. We have in the past experienced delays in our internally planned release dates of new products, features and capabilities, and there can be no assurance that new products, features or capabilities will be released according to schedule. If our research and development inv”

ServiceTitan highlights ease of adoption of its platform including AI-powered features and agentic workflows.

“ease of adoption and use of our platform, including AI-powered features and agentic workflows;”

ServiceTitan describes risks of its incorporated AI features, LLMs, and planned agentic workflows including inaccurate outputs and data misuse.

“We have incorporated a number of AI features into our platform and believe that providing AI tools and insights will become increasingly important to the value that our solutions and services deliver to our customers. As with many developing technologies, LLMs in particular are a new and emerging technology that is in its early stages of commercial use and presents a number of inherent risks and challenges that could affect further development, adoption, and use, and therefore our business. Due to the evolving nature of the algorithms and technology underpinning LLMs, there is a risk that our AI solutions could produce inaccurate or misleading content or other discriminatory or unexpected results or behaviors (e.g., LLM hallucinatory behavior that can generate irrelevant, nonsensical or factually incorrect results). Further, the content, analyses or recommendations generated by our LLMs could produce information or other content that infringes, misappropriates or violates the intellectual property rights of others. As we integrate agentic workflows into our platform, the actions that are taken by AI-powered agents could be incorrect or unintended, resulting in negative impacts for both us and our customers. In addition, increasing use of AI creates opportunities for the potential loss or misuse of Personal Information and other data that forms part of any data set, including any of our proprietary data assets derived from our customers’ use of our platform, that was collected”

ServiceTitan notes investor concerns that advances in agentic AI may disrupt traditional software business models.

“Recently, the stock markets in general, and the markets for technology stocks in particular, have experienced extreme volatility. The stock prices of many technology companies have declined significantly and in certain instances the declines have been unrelated or disproportionate to the operating performance of those companies. Software company stock prices have experienced significant declines, driven in part by investor concerns that advances in AI, including agentic AI and AI-enabled automation tools, may disrupt traditional software business models and pricing structures. Furthermore, the trading price of our Class A common stock may be adversely affected by third parties trying to drive down the trading price of our Class A common stock. Short sellers and others, some of whom post anonymously on social media, can negatively affect the trading price of our Class A common stock and may be positioned to profit if the trading price of our Class A common stock declines. These broad market and industry factors may seriously harm the trading price of our Class A common stock, regardless of our operating performance.”

ServiceTitan believes its data and AI position it to create the agentic operating system for the trades.

“ServiceTitan is focused on the success of our customers. We believe that our customers’ success leads to our success, and our broad platform, close customer proximity and deep connection with the industry enable us to improve our customers’ business outcomes. We believe we have the largest proprietary data asset in our industry, which means we can see and learn from an industry-specific dataset; and we are the system of record for our customers, solving end-to-end workflows. Because of these factors, we are fundamentally able to turn insights into action, a foundation that is accelerated by our growing AI capabilities and that we believe positions us to create the agentic operating system for the trades. This has helped and, we believe, will continue to help our customers grow and further professionalize their businesses, positioning them to accelerate revenue, drive operational efficiency and deliver a superior end-customer service experience.”

ServiceTitan has launched AI products and introduced Atlas, an agentic AI layer on its Titan Intelligence engine.

“We Leverage Our Data Assets and AI to Drive Customer ROI . ServiceTitan lives and breathes the trades and, in turn, the trades live and breathe ServiceTitan. Trades businesses spend their days using our platform and processing key workflows through us. Our unique position across the trades ecosystem provides us with the distinct ability to collect data across all workflows and all users, which we anonymize, aggregate, and analyze to glean insights and productize further improvements for our customers, and in turn provides data to our AI engines, to automate customer tasks and drive additional insight-based actions. We not only embed AI-driven features and insights within existing products, but we have launched a suite of innovative, purpose-built, add-on AI products designed specifically for the trades. In addition, in fiscal 2026, we introduced Atlas, an agentic AI layer that represents the next evolution of our Titan Intelligence AI engine. We believe we have the three necessary ingredients to harness the power of”

ServiceTitan warns customers may be reluctant or slow to adopt its AI-powered and agentic workflows.

“Any new product or platform enhancements we develop or acquire might not be introduced in a timely or cost-effective manner and might not achieve the broad market acceptance necessary to generate significant revenue. If any of our competitors implement new technologies before we are able to implement them, those competitors may be able to provide more effective products and services than ours at lower prices. Competitors may also develop and introduce new products or entirely new technologies to replace our existing platform, which could make our platform obsolete or adversely affect our business. New products or platform enhancements may initially suffer from performance and quality issues that may negatively impact our ability to market and sell such products to new and existing customers. Additionally, we may experience difficulties with software development, design or marketing that could delay or prevent our development, introduction or implementation of new products, features or capabilities. Furthermore, as we incorporate AI functionality into our platform and products, our customers may be reluctant to adopt AI-powered solutions, especially agentic workflows, or adopt them more slowly than we expect. We have in the past experienced delays in our internally planned release dates of new products, features and capabilities, and there can be no assurance that new products, features or capabilities will be released according to schedule. If our research and development”

ServiceTitan highlights ease of adoption of its platform including AI-powered features and agentic workflows.

“ease of adoption and use of our platform, including AI-powered features and agentic workflows;”

ServiceTitan describes risks of its AI and agentic workflows including inaccurate outputs, IP infringement, and data misuse.

“We have incorporated a number of AI features into our platform and believe that providing AI tools and insights will become increasingly important to the value that our solutions and services deliver to our customers. As with many developing technologies, LLMs in particular are a new and emerging technology that is in its early stages of commercial use and presents a number of inherent risks and challenges that could affect further development, adoption, and use, and therefore our business. Due to the evolving nature of the algorithms and technology underpinning LLMs, there is a risk that our AI solutions could produce inaccurate or misleading content or other discriminatory or unexpected results or behaviors (e.g., LLM hallucinatory behavior that can generate irrelevant, nonsensical or factually incorrect results). Further, the content, analyses or recommendations generated by our LLMs could produce information or other content that infringes, misappropriates or violates the intellectual property rights of others. As we integrate agentic workflows into our platform, the actions that are taken by AI-powered agents could be incorrect or unintended, resulting in negative impacts for both us and our customers. In addition, increasing use of AI creates opportunities for the potential loss or misuse of Personal Information and other data that forms part of any data set, including any of our proprietary data assets derived from our customers’ use of our platform, that was collected”

ServiceTitan notes investor concerns that agentic AI may disrupt traditional software business models and pricing.

“Recently, the stock markets in general, and the markets for technology stocks in particular, have experienced extreme volatility. The stock prices of many technology companies have declined significantly and in certain instances the declines have been unrelated or disproportionate to the operating performance of those companies. Software company stock prices have experienced significant declines, driven in part by investor concerns that advances in AI, including agentic AI and AI-enabled automation tools, may disrupt traditional software business models and pricing structures. Furthermore, the trading price of our Class A common stock may be adversely affected by third parties trying to drive down the trading price of our Class A common stock. Short sellers and others, some of whom post anonymously on social media, can negatively affect the trading price of our Class A common stock and may be positioned to profit if the trading price of our Class A common stock declines. These broad market and industry factors may seriously harm the trading price of our Class A common stock, regardless of our operating performance.”