AI Infrastructure, Gen AI Reliability, and Scaling Smart with Kevin McGrath of Meibel AI

In this episode of Industry Voice, Jeff Shi and Alex Moy welcome Kevin McGrath, co-founder of Meibel AI, for a deep dive into how product and engineering teams can operationalize generative AI with confidence. Kevin shares insights from decades of experience in infrastructure at scale, explains Meibel’s unique approach to AI reliability via measurement and confidence scoring, and reflects on how gen AI democratizes capability across industries. From building billion-dollar businesses with lean teams to identifying overlooked sectors ripe for AI transformation, this episode is packed with actionable insights for builders in insurtech, fintech, and beyond. Kevin also discusses U.S. innovation, AI regulation, and where he sees AI + robotics going next. If you're navigating the frontier of applied AI and want to build with reliability at scale, this conversation is a must-listen.

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Apple Podcast - https://podcasts.apple.com/us/podcast/insurtechs-io/id1775588982

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Jeff Shi :

https://www.linkedin.com/in/jeffshiva/

Kevin McGrath :

https://www.linkedin.com/in/mcgrathk/

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