Episode 245: Deterministic AI and the Future of Trust in Healthcare AI. David Lareau, Medicomp Systems

Healthcare AI has a trust problem—but not the one most people are talking about. Many AI-enabled clinical products lack a structured, validated clinical knowledge layer, leading to outputs that drift and can’t be reliably trusted or acted on. In this episode, David Lareau, President and CEO of Medicomp Systems, explores the rise of deterministic AI and why it’s becoming essential infrastructure for healthcare innovation. The conversation covers what’s missing in today’s AI stack, how a clinical knowledge layer enables more consistent and explainable results, and what leaders should look for when evaluating AI solutions.