> For the complete documentation index, see [llms.txt](https://raia2.gitbook.io/raia/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://raia2.gitbook.io/raia/ai-research/market-overview/vertical-market-software/ai-vertical-software-playbook.md). # AI: Vertical Software Playbook {% embed url="" %} #### Introduction The video presents a comprehensive strategic framework for vertical software companies seeking to successfully integrate Artificial Intelligence into their products and business models. It highlights three major paradigm shifts reshaping the industry: transitioning from selling features to delivering intelligence, moving from transaction-based to outcome-based value propositions, and evolving from simple tools to autonomous agents. To sustain a competitive advantage, the video recommends adopting a four-layer AI strategy built on a proprietary knowledge base, an agentic layer, a robust API gateway, and redesigned AI-centric user experiences. Furthermore, it advises organizations to begin by implementing AI internally through controlled pilots before external deployment. This approach enables companies to refine their capabilities while rethinking product design, pricing structures, and contractual models to fully capture the value generated by advanced AI-driven systems. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://raia2.gitbook.io/raia/ai-research/market-overview/vertical-market-software/ai-vertical-software-playbook.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.