The Signal Room is a healthcare-AI podcast hosted by Chris Hutchins , founder of Hutchins Data Strategy Consultants, for healthcare leaders implementing AI with strategy, governance, and ethical leadership. The show goes deep on AI strategy for healthcare, AI governance in healthcare, healthcare governance, ethical governance, ethical AI leadership, and responsible AI development — with 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
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The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership is a health podcast hosted by Chris Hutchins, with 40 episodes on record and a Required Pod Score of 80. PitchCentric scores this show on Booking Probability, Listen Score, and live audience signals refreshed every 24 hours.
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Chris Hutchins hosts The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership, a health show with 40 episodes published.
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The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership
His Own AI Agents Leaked Patient Data — Here's What He Built Next | Travis Garland
Aug 12, 20261h 5m
Send us Fan Mail Travis Garland spent two decades in healthcare operations running data analytics for one of the largest health payers in the world before going all-in on AI agents. As CEO of Kickstand AI, he builds agents for medical practices. But during a routine scheduling project, his team discovered something alarming: front-office staff were pulling patient schedules, containing protected health information, and dropping them straight into a public AI prompt to save time. That moment became the origin story for My Compliance Citadel, the governance layer Travis co-founded with Thomas McShane to keep AI agents in check in healthcare and beyond. In this episode, Chris Hutchins and Travis get into how agents drift from their training over time, why you can't simply prompt your way into better-behaved AI, and the "trusted agent score" (TAC score) that functions like a FICO score for AI performance. They also cover the tangled state of AI regulation in the U.S., 151 different compliance standards and counting and who actually carries the liability when an agent gets it wrong. In this episode: The real story behind the patient data leak that led to My Compliance Citadel Why AI agents "want to make you happy", and why that's a problem The TAC score: scoring AI agents like a credit score Why EHRs shouldn't be the customization layer for AI Navigating HIPAA, the EU AI Act, and dozens of overlapping compliance standards Why trust, not technology, is the real challenge of the AI era Chapters: 00:00 – Cold Open: A Rare Vantage Point 01:39 – From Psychology to Healthcare Operations to AI 04:53 – What Real Practices Feel When AI Enters the Room 11:56 – The Ambient Scribe Problem: Three Documents, One Public Prompt 16:59 – Why AI Gives You Choice, Not Just Time 19:06 – The Payer vs. Small Provider AI Arms Race 22:32 – Where AI Actually Earns Its Keep 26:59 – Should AI Live Inside the EHR — Or Above It? 29:13 – The Leak: How a Scheduling Project Exposed Patient Data 30:52 – Building My Compliance Citadel: The Hallway Monitor Model 35:26 – The TAC Score: A FICO Score for AI Agents 41:03 – Why You Can't Prompt Your Way Into a Better-Behaved Agent 46:42 – Navigating HIPAA, the EU AI Act, and 151 Compliance Standards 53:23 – Who's Really Liable When AI Goes Wrong 58:47 – The Bigger Problem: Eroding Trust in Leadership 1:02:43 – The 60/40 Knowledge Gap Facing Junior Staff 1:09:32 – Where to Find Travis and Kickstand 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
The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership
Don't Upload Your Medical Record to ChatGPT — Here's Why | Dr. Terry Adirim
Aug 5, 202649 min
Send us Fan Mail Only 12% of people are fully health literate, a statistic Dr. Terry Adirim calls "astounding." As patients increasingly turn to ChatGPT and Claude before their appointments, she has one clear rule: never upload your full medical record into a general LLM. In this episode, Chris Hutchins sits down with Dr. Adirim, pediatric emergency physician, former Acting Assistant Secretary of Defense for Health Affairs, and author of the upcoming book "The Prepared Patient" to unpack what happens when AI enters the exam room. They cover the accountability question when AI shapes a diagnosis or flags a coverage denial, why she believes AI should be designed with clinicians and not around them, the informed consent gap around ambient AI scribes, and why patients researching symptoms on AI should treat it as the start of a conversation with their doctor not the final word. In this episode: Why only 12% of patients are fully health literate, and what that costs them The one thing you should never upload into a general AI chatbot Who's accountable when AI shapes a clinical decision What informed consent should actually look like with ambient AI scribes Why the most successful health startups have physicians as founders Chapters 00:00 – Cold Open: Three Seats at the Table 01:14 – Dr. Adirim's Path: From Pediatric ER to the Pentagon 02:34 – The Gap Between AI Policy and What's Happening on the Floor 04:55 – What Individuals, States, and Industry Each Need to Do 08:45 – Introducing "The Prepared Patient" 11:20 – The Interoperability Problem Nobody's Fixed 17:20 – Layering AI Above the Electronic Health Record 21:21 – Patients Arriving With Their Own AI Research 24:46 – Who's Accountable When AI Shapes a Diagnosis 26:16 – Designing AI With Physicians, Not Around Them 34:56 – Why Board Exams Still Ban AI Use 38:34 – Should Medical Students Use AI Early in Training? 39:34 – Informed Consent and Ambient AI Scribes 43:13 – Getting Test Results Faster — At What Cost? 47:07 – The One Thing to Never Upload Into AI 49:40 – Where to Find Dr. Adirim and Pre-Order the Book 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
The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership
The 2 AM AI Mistake That Can Destroy Your Business Overnight
Jul 29, 202642 min
Send us Fan Mail The 2 AM AI Mistake That Can Destroy Your Business Overnight There's a version of AI that quietly grows your business while you sleep, and a version that sends the wrong message to the wrong client at 2 a.m., and nobody catches it for a week. Same tools. Different outcome. The difference is what you keep a human on. In this episode, Chris Hutchins sits down with Ethan, founder of Overclocked AI, to talk about building AI-powered growth systems for consulting firms and small businesses, and where those systems quietly break. Ethan walks through the three-part "AI growth engine" his company builds (outbound research, AI sales response, 24/7 booking), why most AI failures trace back to messy human processes rather than the AI itself, and the exact line between what an agent should handle and what still needs a real person: judgment calls, objections, negotiation, anything with relationship risk. They also get into the governance side most agencies skip entirely — the inflated growth promises floating around AI marketing right now, why "we'll grow your business to $800K" means nothing without a real diagnostic first, and Ethan's blunt rule for any founder deploying AI: you built the system, so you're responsible for what it does in your name. In this episode: Why agentic AI isn't the risk, ungoverned AI is The 90-day rollout most AI implementations skip How to spot inflated promises from AI agencies Where human judgment can't be automated, no matter how good the system is What actually breaks first when a business removes the human in the loop 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
The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership
Can AI Save Someone From Addiction? (Inside the 3 AM Call) | David Sichel
Jul 22, 202631 min
Send us Fan Mail What happens when someone struggling with addiction finally reaches out for help at 3:00 AM, but nobody picks up the phone? In this episode of The Signal Room , host Chris Hutchins sits down with David Sichel , founder of Blue Shirt Media and a person in long-term recovery. David is pioneering responsible, highly tailored AI technology for drug and alcohol treatment centers, ensuring that when a person hits a life-changing "moment of clarity," there is always someone on the other end of the line. They dig deep into why a missed call at a rehab facility isn't just a "lost sales lead", it’s a critical patient safety event . David shares how personal experience shapes his tech stack, how custom AI voice agents handle high-stress 3:00 AM crisis calls, and where human intervention must always take over. Key Takeaways & Topics Covered Rebranding the "Lead": Why treating callers in addiction care like sales leads misses the human reality, and how answering immediately saves lives. Designing AI for Crisis: How Blue Shirt Media trains custom AI agents to handle slurred speech, hold times, and overnight distress with empathy and patience. Ethics & Responsible AI Governance: What real oversight looks like when automation operates at the most sensitive doorway in healthcare. The Human Escalation Pathway: Setting strict non-negotiable boundaries where technology hands the phone off to live admissions agents. Inactive Client Reactivation: Using compliant AI text messaging to re-engage former treatment center contacts that overworked staff can't reach. Episode Timestamps 00:00 – The 3:00 AM Moment of Clarity 01:18 – Meet David Sichel & Blue Shirt Media 03:28 – Why a Missed Call is a Patient Safety Event, Not a Lost Sale 05:28 – Moving Beyond Off-the-Shelf AI to Custom Healthcare Models 08:45 – How AI Handles Slurred Speech, Hold Times, and Stressful Calls 11:58 – Human Handoffs: Where the Machine Stops and People Take Over 17:12 – Cutting Through Spam & Building Real Trust in AI 22:00 – Non-Negotiable Rules for AI at Human-Critical Touchpoints 28:23 – Engaging Inactive Clients Through Responsible Automation 29:40 – Where to Connect with David Sichel Connect & Resources Guest Website: Blue Shirt Media Guest LinkedIn: David Sichel Podcast Website: The Signal Room Podcast Connect with Chris Hutchins: Find Chris on LinkedIn Enjoyed this episode? Don't forget to subscribe, rate, and leave a review on Apple Podcasts or Spotify to help us share these critical healthcare conversations! 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
The Signal Room | AI in Healthcare: Strategy, Governance & Ethical Leadership
Why AI Agents Are Healthcare's Next Biggest Security Risk | Pranava Adduri
Jul 8, 202630 min
Send us Fan Mail Why AI Agents Are Healthcare's Next Biggest Security Risk (with Pranava Adduri) Generative AI is changing how the medical world works—but it is also completely rewriting the cyber threat landscape. When a security breach happens to a traditional business, it impacts revenue. When a data breach happens to a hospital system, people's lives are actively at stake. In this episode of The Signal Room , host Chris Hutchins sits down with Pranava Adduri , Co-Founder and CTO of Bedrock Data, to uncover a major operational blindspot: the dangerous gap between deploying autonomous AI agents and maintaining strict data governance. Pranava explains why the defensive advantage of AI tools is only temporary, how "helpful" AI agents inadvertently create massive security leaks, and why healthcare leaders must stop trying to build unreachable networks and instead adopt a radical new mindset: learn to get better at being breached. Key Takeaways From This Episode: The AI Agent Judgment Gap: Why AI agents trying to get a job done will bypass security parameters (like creating hidden, shared data folders) because they lack human ethical judgment. The "Scary Forest" of Permissions: How privileged access and credentials drift over time, and why letting an unchecked AI agent act with full user permissions creates a catastrophic blast radius. Data-First Threat Modeling: How identifying your top five most critical data assets and working backward is the fastest way to harden a clinical environment. Open Source vs. Frontier Labs: Why advanced adversarial AI capabilities are catching up quickly, making AI-assisted cyber attacks more frequent and sophisticated. Chapter Markers & Timestamps: 0:00 — Introduction: Why healthcare data security is a matter of life and death. 1:45 — Meet Pranava Adduri and the mission behind Bedrock Data. 3:11 — How medical ransomware differs from standard enterprise cyber attacks. 4:32 — The hidden threat landscape: What leaders miss when deploying GenAI. 6:55 — Do defenders actually hold the long-term AI capability advantage? 9:35 — Flipping the playbook: Why organizations must "get better at being breached." 12:22 — Beyond honeypots: Restructuring network access and minimizing data footprints. 14:38 — Why clinical settings give broad access to AI agents (and why it backfires). 19:37 — Exposing the false sense of security around hosted cloud environments. 23:55 — Reining in the "scary forest" of privileged access drift. 27:30 — The #1 critical cybersecurity takeaway for healthcare CEOs and tech leaders. 29:13 — Where to follow Bedrock Data and wrap-up. About Our Guest: Pranava Adduri is an expert in data infrastructure and security compliance. He was a founding engineer at Rubrik , where he focused heavily on ransomware defense and backup recovery. He later scaled data risk and compliance lines at AWS past $200 million in revenue, working directly with Fortune 500 CISOs. Today, he is an Entrepreneur in Residence at Greylock and the Co-Founder and CTO of Bedrock Data , an advanced data security and governance platform built explicitly for the AI era. Resources & Links Mentioned: Visit the Bedrock Data Website: bedrockdata.ai Connect with Pranava Adduri: https://www.linkedin.com/in/padduri/ Explore More Episodes: https://www.youtube.com/@SignalRoomPodcast 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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