Building Autonomous AI for Legal Contract Review with Shantanu Singh of Obviate.ai

Shantanu Singh didn't follow a straight path to becoming a founder. Cell biology researcher → prosecutor → AI startup co-founder. But every "dot" he dropped along the way prepared him for this moment. When ChatGPT launched, it felt like discovering fire.In this episode of the Startup Wisconsin Podcast, Shantanu breaks down what makes Obviate.ai different from typical AI wrappers, why most AI products are automated rather than truly autonomous, and how Milwaukee's small but mighty AI founder community creates disproportionate impact.Episode TopicsThe founding story of Obviate.aiHow autonomous AI agents differ from traditional Gen AIPatent-pending legal reasoning technologyThe "Guided Autonomy™" approach to contract managementChallenges of building AI for the legal industryEnterprise security and data privacy in legal techThe future of AI in contract negotiationLessons for founders building specialized AI toolsSegments00:00 Introduction01:33 Meet Shantanu Singh & Obviate AI02:45 From Cell Biology to Law to AI Founder05:24 "Discovering Fire" - The ChatGPT Moment08:03 The "Dropping Dots" Philosophy12:34 How Obviate Works - Beyond AI Wrappers18:41 Automated vs. Autonomous AI Explained24:38 Building Trust & Going to Market29:35 Co-Founder Dynamics & "Move Fast and Break Things"36:35 Wisconsin's Ecosystem Growing Pains46:04 Margin of Safety vs. Margin of Error49:58 Milwaukee's AI Founder Community55:20 The 3-Day Prototype Challenge01:03:06 What's Next for Obviate AIConnect with ShantanuShantanu on LinkedInAbout Obviate.aiObviate.ai WebsiteContract negotiation platform powered by autonomous AI agentsProvides detailed contract review, risk analysis, and precise redliningInspiration MentionedVoyager Paper - Minecraft + Nvidia research on autonomous AI agents Podcast SponsorValency FundFlexible funding solutions designed for sustainable growth of Wisconsin companies.Learn more at https://www.valencyfund.com/🔻 Connect With Us 🔻Subscribe to the Startup Wisconsin Newsletterhttps://www.startupwi.org/Upcoming Tech and Startup Events in Wisconsin (400+ every year)https://www.startupwi.org/eventsFollow us on LinkedInhttps://www.linkedin.com/company/startup-wisconsin/Connect with Jacob Miller:https://www.linkedin.com/in/kineticbearInterested in being a guest? Reach [email protected] Wisconsin's mission is to connect, educate, inspire, and grow tech startup communities across the state, not just during events, but year-round. This podcast is part of that vision, creating deeper connections and sharing the knowledge that helps Wisconsin's startup ecosystem thrive.This podcast is made by your friends at Headway.https://www.headway.io