Episode #197. The Invisible Engine of Healthcare Is Breaking, Can AI Fix the Lab?, with Julian Wilkison-Duran, founder of Astor Mind episode artwork

EPISODE · Mar 5, 2026 · 26 MIN

Episode #197. The Invisible Engine of Healthcare Is Breaking, Can AI Fix the Lab?, with Julian Wilkison-Duran, founder of Astor Mind

from Risk Never Sleeps Podcast · host Ed Gaudet

Healthcare labs are overloaded, under-recognized, and still running on manual workarounds, and biology-inspired AI can help change that. In this episode, Julian Wilkison-Duran, founder of Astor Mind, shares his path from caregiver to clinical lab science to software, and why he’s now building a different kind of AI, one designed to be more transparent, domain-specific, and accessible (even running on a consumer laptop). Julian breaks down the day-to-day realities inside hospital labs, from instrument downtime and constant “where are my results?” calls to the high-stakes focus required in blood banking and critical result reporting. He also gets candid about the realities of entrepreneurship, what surprised him most, and why he believes the future belongs to people who build, using AI as a tool, not a replacement. Tune in to hear why the “heart of the hospital” deserves better workflows, better visibility, and better tech. Resources: Connect with and follow Julian Wilkison-Duran on LinkedIn. Follow Astermind on LinkedIn. For more information and ways to increase risk awareness and safety, visit us at⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠www.censinet.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. Music by⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠David Cosgrove⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ an accomplished composer, musician, producer, and engineer. Listen to his latest project⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Del Piombo⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

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Episode #197. The Invisible Engine of Healthcare Is Breaking, Can AI Fix the Lab?, with Julian Wilkison-Duran, founder of Astor Mind

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