Ignite Startups: How AI Is Fixing a $70 Billion Healthcare Problem with Dmitry Karpov | Ep188

Dmitry Karpov is the CEO and co-founder of WorkDone, a real-time AI compliance co-pilot for hospitals tackling costly and often hidden documentation errors that lead to denied insurance claims. A two-time YC founder, ex-EY innovation leader, and Forbes Cloud 100 rising star, Dmitry brings deep experience in workflow automation and enterprise AI. With a track record of scaling companies globally and navigating highly regulated industries, he offers sharp insights into the intersection of healthcare, compliance, and AI-driven transformation. In this episode, he shares his entrepreneurial journey from a small scientific town in Russia to building cutting-edge healthcare AI, and the lessons learned along the way.In Today’s Episode We Discuss:00:01 – Meet Dmitry Karpov00:48 – Early Entrepreneurship in Russia03:40 – Lessons from a Teenage Side Hustle05:10 – From Physics to Startups07:30 – Breaking into Corporate Innovation09:40 – Founding Electronique12:35 – A Strategic Exit and a New Focus13:43 – Early Customer Development for WorkDone15:50 – Why Denied Claims Are a $70B Problem23:31 – Patient Lawsuits and Compliance Risks27:18 – Manual Audits vs. AI Oversight30:25 – Fighting False Positives in AI Compliance35:27 – Selling into Hospitals39:53 – Why Now Is the Right Time for Real-Time Compliance43:15 – Running WorkDone on Dmitry’s Own Records44:31 – Fundraising Lessons from Two YC Batches46:55 – The First Clinic Visit50:18 – Regulatory Acronyms and Compliance Jargon51:05 – HIPAA vs. SOC 2Subscribe on Spotify: https://open.spotify.com/show/6Ga6v0YUsHotLhjap67uu5Subscribe on Apple Podcasts: https://podcasts.apple.com/us/podcast/ignite-conversations-on-startups-venture-capital-tech/id1709248824Follow Dmitry Karpov on LinkedIn: https://www.linkedin.com/in/dmitrykarpovFollow Dmitry Karpov on X: https://x.com/digitaltzarFollow Team Ignite on X: https://x.com/teamignitevcFollow Brian on X: https://x.com/brianrbellFollow Brian on Linkedin: https://www.linkedin.com/in/bblinkedin/Visit Our Website: https://www.teamignite.venturesSubscribe to Our Newsletter: https://insights.teamignite.ventures/👂🎧 Watch, listen, and follow on your favorite platform: https://tr.ee/S2ayrbx_fL 🙏 Join the conversation on your favorite social network: https://linktr.ee/theignitepodcast🔥 Club Ignite is booking fast — our next gathering of top founders, investors, and operators will be our biggest yet. Apply now before spots fill: https://teamignite.decilehub.com/e/club-ignite-25