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AI and the Reality of Healthcare Innovation With Carl Byers | Dr Tom Meets Ep.6

Heidi Team

30 June 2026•
Dr Tom Meets Ep.6

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Episode Description:

Carl Byers joins Tom and Christina to unpack what’s actually changing in healthcare as AI moves from hype to real world application.

From the “failure of imagination” phase of AI to the reality of investor expectations, Carl shares how he evaluates companies in a market where capital is no longer free and technology is increasingly commoditised. The conversation moves between venture dynamics, digital health’s overinflated past, and what it really takes to build something with durable value in healthcare.

It also expands beyond AI. From GLP-1s reshaping metabolic health to the limits of behaviour change, the discussion explores where real impact is likely to come from in the next 5, 10 and 20 years and whether the future of healthcare is driven by software, drugs, or a combination of both.

Key Themes

  • The “failure of imagination” phase of AI adoption in healthcare
  • What investors actually look for: traction, value creation and defensibility
  • The Indiana Jones theory of entrepreneurship (knowing where to dig)
  • Digital health’s overvaluation and the shift away from “free money”
  • Services vs software: why many health tech companies don’t deserve tech multiples
Previous ArticleAI, Accountability & the Future of Doctors: Will AI Replace Doctors? | Care Beyond Barriers Ep.6

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  • AI in clinical workflows vs administrative optimisation
  • The four AI agents of health: archive, diagnostician, planner and guide
  • Behaviour change limits and the reality of patient autonomy
  • GLP-1s vs AI: what will actually move outcomes
  • Global health system differences and why business models don’t translate
  • Links & Resources:

    Connect with Carl:

    • Connect with Carl on LinkedIn
    • Check out the F-Prime Capital website: https://fprimecapital.com/

    Connect with us:

    • Find all things Heidi at heidihealth.com
    • Connect with Heidi on LinkedIn
    • Connect with Dr Tom Kelly on LinkedIn
    • Connect with Christina Farr:
      • LinkedIn
      • Second Opinion Media website
      • Lifers Podcast
      • Twitter/X
      • Instagram

    Resources:

    • Epic Systems (Referenced in discussion around data control & interoperability) https://www.epic.com
    • Athenahealth https://www.athenahealth.com