How Verifiable's Cracking the Credentialing Crisis: 98% Efficiency Gains & The Trust Framework

About this episode

Brett Dooies discusses how Verifiable achieved significant efficiency gains in healthcare credentialing by applying safety culture principles from nuclear energy.

What do nuclear reactors and healthcare credentialing have in common? According to Brett Dooies, Head of Product at Verifiable, the answer lies in safety culture and the "human in the loop". In this episode, we explore how Brett took frameworks from the zero-failure world of atomic energy and applied them to AI-driven provider networks. We dive deep into Verifiable’s work with Humana, discussing how they achieved a massive 98% reduction in turnaround time by separating "signal from noise" and automating the clean 80% of work. We cover: The Nuclear Mindset: How "pre-job briefs" and safety analysis translate to designing trustworthy AI agents. Inverting the Workflow: Moving from a process where humans start the work to one where AI handles the heavy lifting and humans manage the exceptions. Pilot to Production: Overcoming "analysis paralysis" and knowing exactly when your system is ready to scale. Campy.ai: Why Brett believes "tinkering" with side projects is essential for product leaders to keep up with the speed of GenAI. If you are stuck in a POC or trying to figure out how to safely deploy agents in a regulated industry, this…

People in this episode

Hosts: Applonia Cornolius, David Samwel

Guest: Brett Dooies

Topics covered

• credentialing
• AI
• healthcare
• efficiency
• safety culture
• automation

Keywords

• credentialing crisis
• efficiency gains
• trust framework
• AI agents
• healthcare
• automation
• safety analysis
• nuclear mindset
• GenAI

Mentioned in this episode

Organizations: Verifiable, Humana, Campy.ai

Books & works: AI-driven provider networks

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