This YC Company Made AI Mandatory by Law

Everyone’s chasing shiny AI agents. Tanner Jones is quietly using AI to tear out 25% of a state’s rule book, and got Virginia to require his product by law. This episode goes inside Vulcan Technology, a YC startup using AI to map every law and regulation in America, undercut Deloitte and McKinsey, and turn a $4T regulatory burden into a trillion-dollar software market. We talk about Virginia’s $24K cheaper homes, destroying the Big Four with code, how to actually sell into government, and why most “AI for gov” plays are doomed from day one. You’ll learn: How Vulcan uses AI to analyze entire regulatory codes and show what can’t change, what can change, and what must change.The Virginia case study: how building code streamlining translated into ~$24,000 less per new home without touching safety.Why both red and blue states are leaning into AI for regulation, and how YC founders are navigating the politics.What investors get wrong about govtech, ARR, and how to value AI consultancies selling into the state.How Tanner sold to a state government 10 days after incorporation and then raised one of the biggest seeds of his YC batch.What’s overhyped in AI infra, what’s inevitable, and how to avoid building a “solution in search of a problem” in govtech. 📌 Watch now and subscribe for more smart, fast, founder-first interviews. Chapters: 00:00 Introduction: The Challenges of Government Contracts 00:51 Sponsorship Message from Stable 01:51 Introducing Tanner Jones and Vulcan Technology 02:33 The Vision: AI in Government Consulting 06:20 Case Study: Virginia's Regulatory Overhaul 12:26 Bipartisan Appeal of AI Solutions 17:34 Behind the Scenes at Y Combinator 22:28 Navigating Government Sales and Investor Relations 24:51 Scientific Innovation and Emergence of New Companies 25:15 Palantir and Anduril's Impact on Intelligence Agencies 25:37 Targeting Regulatory Agencies and Market Size 26:10 Challenges and Opportunities in Government Contracts 27:37 Passion for Government Reform 28:25 Investor Interest in Govtech and AI 29:30 Challenges for Govtech Startups 32:26 Understanding Government Incentives 34:06 Metrics for Success in Govtech 42:31 Future of AI in Government 46:09 Final Thoughts and Contact Information 🎧 Listen on the go: Spotify: https://open.spotify.com/show/1u1JyRKH8JYFjhBkvTUOAP Apple: https://apple.co/4cZ8RMm My other YouTube Channel: https://www.youtube.com/@lobstercap This podcast episode is sponsored by Stable. Click here to sign up for a virtual address:  https://dashboard.usestable.com/onboard/begin?utm_source=youtube&utm_medium=description&utm_campaign=influencer_lobster&promoCode=lobster50