The Power and Promise of Vertical AI
About this episode
This episode explores the rise of vertical AI companies and their potential to create significant business value in various sectors.
While the AI headlines obsess over foundation model fundraises and hyperscaler spending, a quieter revolution is generating real, measurable returns. In this episode of AI to ROI: The Big Story, Ray Rike and Peter Buchanan break down why vertical AI companies may be building the most durable and valuable businesses in the history of enterprise software, and why most people aren't paying attention yet. What's covered in this episode: Defining Vertical AI : What separates vertical AI from horizontal tools like Microsoft Copilot or Google Workspace AI, and why the distinction matters for buyers and investors alike A fundamentally different business model: Why vertical AI companies target labor budgets (10x the size of enterprise software budgets) rather than IT spend, and how outcome- and consumption-based pricing is replacing the traditional per-seat model The funding explosion : Vertical AI investment grew from $8B in 2023 to $22B in 2024 to $42B in 2025, with unicorn counts in the sector jumping nearly 6x in just two years Harvey (Legal AI) : How this $8B+ valuation company grew ARR from $100M to $190M in just four months by orchestrating multiple AI models across legal workflows…
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