Couverture de The Signal Room | Healthcare AI Consulting, Strategy & Ethical Governance

The Signal Room | Healthcare AI Consulting, Strategy & Ethical Governance

The Signal Room | Healthcare AI Consulting, Strategy & Ethical Governance

De : Chris Hutchins
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The Signal Room is a healthcare AI podcast hosted by Chris Hutchins, founder of Hutchins Data Strategy Consultants, a healthcare AI consulting practice built for leaders implementing AI with strategy, governance, and ethical leadership. Drawing on real AI consulting work with health systems, the show goes deep on AI strategy for healthcare, AI governance in healthcare, healthcare governance, ethical governance, ethical AI leadership, and responsible AI development, featuring CMIOs, chief AI officers, and operators driving trustworthy AI systems, clinical AI implementation, and AI compliance in healthcare across real-world health systems.

Each conversation unpacks healthcare AI ethics, healthcare AI risks, AI bias in healthcare, algorithm bias healthcare, health tech governance, AI implementation for healthcare leaders, ethical leadership in AI, and the practical realities of responsible innovation in healthcare.

If you are an AI strategist, healthcare executive, CMIO, chief AI officer, or AI governance leader committed to ethical leadership in AI, The Signal Room equips you to lead AI transformation effectively and responsibly. Join us for AI risk management in healthcare, healthcare data governance, AI strategy for executives, executive decision making in AI, and the trustworthy AI systems shaping clinical decision support and the future of healthcare AI.

© 2026 The Signal Room | Healthcare AI Consulting, Strategy & Ethical Governance Economie Hygiène et vie saine Maladie et pathologies physiques Management Management et direction
Épisodes
  • Your staff already use AI. Who owns the risk? | Aaron Bach

    Your staff already use AI. Who owns the risk? | Aaron Bach
    Oct 21 2026

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    Aaron Bach is co-founder and CTO of Liminal. He joins Chris Hutchins to examine the controls, responsibilities and workforce habits that determine how AI is used in healthcare. The conversation moves from shadow AI and waiting for perfect controls to model choice, human judgment and incident accountability. Aaron offers two practical tests: observe how an existing AI touchpoint responds to a control, and ask who would answer for a harmful outcome.


    ## Guest resources - [Aaron Bach](https://www.linkedin.com/in/aaronbach) - [Guest website](https://liminal.ai/)

    Support the show

    About The Signal Room: The Signal Room is a podcast and communications platform exploring leadership, ethics, and innovation in healthcare and artificial intelligence. Hosted by Christopher Hutchins, Founder and CEO of Hutchins Data Strategy Consultants. Leadership, ethics, and innovation, amplified.


    Website: https://www.hutchinsdatastrategy.com

    LinkedIn: https://www.linkedin.com/in/chutchins-healthcare/

    YouTube: https://www.youtube.com/@ChrisHutchinsAi

    Book Chris to speak: https://www.chrisjhutchins.com
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    49 min
  • Your practice needs a clearer view of its money | Tomer & Erez Lankri

    Your practice needs a clearer view of its money | Tomer & Erez Lankri
    Oct 21 2026

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    Erez Lankri, co-founder and CEO, and Tomer Lankri, co-founder and CTO of Lucid Financials, join Chris Hutchins to discuss financial visibility, grounded AI and accountable support for medical practices. The discussion connects delayed books and fragmented information to the decisions practice owners make every day. Tomer and Erez describe tracing an AI answer to its source record and retaining professional responsibility as more financial work is automated. ## Chapters 00:00:00,000 Welcome to The Signal Room 00:00:05,000 Beneath the Signal 00:00:19,083 Meet Tomer and Erez 00:00:55,057 Why medical-practice finances? 00:05:02,137 Four financial blind spots 00:08:11,696 Connect operations to the books 00:11:24,249 A practice-sale warning 00:12:28,879 Regulation and human accountability 00:15:15,065 Rules and AI in the financial workflow 00:17:31,994 Helping the finance team adopt the tools 00:21:42,302 Ground the answer in the record 00:26:25,957 Finding overlooked opportunities 00:31:09,536 People remain accountable 00:32:11,764 Data architecture and adoption 00:33:07,812 Practical next steps 00:34:47,472 Closing ## Guest resources - [Tomer](https://www.linkedin.com/in/tomer-lankri) - [Erez](https://www.linkedin.com/in/lankrierez) - [Guest website](https://www.lucid.now/)


    Support the show

    About The Signal Room: The Signal Room is a podcast and communications platform exploring leadership, ethics, and innovation in healthcare and artificial intelligence. Hosted by Christopher Hutchins, Founder and CEO of Hutchins Data Strategy Consultants. Leadership, ethics, and innovation, amplified.


    Website: https://www.hutchinsdatastrategy.com

    LinkedIn: https://www.linkedin.com/in/chutchins-healthcare/

    YouTube: https://www.youtube.com/@ChrisHutchinsAi

    Book Chris to speak: https://www.chrisjhutchins.com
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    35 min
  • Who Gets Counted in Health Data? | Lisa Marceau | The Signal Room

    Who Gets Counted in Health Data? | Lisa Marceau | The Signal Room
    Oct 19 2026

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    A model can look convincing and still leave people out. Who was included in the research? What never made it into the record? And what happens when AI treats those gaps as a complete picture? Lisa Marceau, founder of Alpha Millennial Health and co-founder of Joyuus, joins Chris Hutchins to discuss the questions behind trustworthy health data. Drawing on her work in clinical research and digital health, Lisa explains why the first decision is what problem to solve, followed by whether the evidence can actually answer it. They discuss women's health research, postpartum support, mental health and social connection, and the role of NIH small business funding in helping an idea become a viable company. Lisa also makes the case for treating AI as infrastructure: define its purpose and test its value before adding it to a product. In this episode: - Who gets represented in clinical and claims data - Why data quality and governance belong at the start - What mothers told Joyuus was missing from postpartum care - How mental, physical, social and real-world health connect - Questions leaders should ask before investing in AI - Lisa's book, Breaking the System ## Chapters 00:00 Welcome and meet Lisa Marceau 01:02 From clinical research to entrepreneurship 03:28 Who is represented in health data? 07:13 The research gaps behind clinical outcomes 09:45 Ask the question before collecting the data 11:30 Data quality, governance and equity 13:49 Geography, culture and access to care 16:29 Women's health across the lifespan 19:29 AI and the problem of outdated evidence 24:09 Joyuus and the postpartum care gap 27:29 Earlier support beyond the clinic 29:41 Mental health as whole-person care 34:43 Social connection and new data 36:34 NIH funding and building a viable company 39:23 When AI starts referring to AI 42:56 Treat AI as infrastructure 46:54 The cost of building without a clear purpose 48:55 Questions leaders should ask before investing 51:27 Breaking the System and connecting with Lisa ## Guest resources Alpha Millennial Health / Lisa Marceau: https://www.alphamhealth.com/about Joyuus: https://www.joyuus.com/ Lisa Marceau on LinkedIn: https://www.linkedin.com/in/lisamarceau Breaking the System: How Digital Innovators Shape the Future of Health Care: https://www.amazon.com/dp/163489829X NIH SEED / small business funding: https://seed.nih.gov/


    Support the show

    About The Signal Room: The Signal Room is a podcast and communications platform exploring leadership, ethics, and innovation in healthcare and artificial intelligence. Hosted by Christopher Hutchins, Founder and CEO of Hutchins Data Strategy Consultants. Leadership, ethics, and innovation, amplified.


    Website: https://www.hutchinsdatastrategy.com

    LinkedIn: https://www.linkedin.com/in/chutchins-healthcare/

    YouTube: https://www.youtube.com/@ChrisHutchinsAi

    Book Chris to speak: https://www.chrisjhutchins.com
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    53 min
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