Risk Never Sleeps Podcast

Episode #175: Why Ethical AI Means Nothing Without Execution

Host: Ed Gaudet
Guest: Sherri Douville, CEO of Medigram
Date: December 23, 2025

Episode Overview

In this episode, host Ed Gaudet welcomes Sherri Douville, CEO of Medigram, to discuss why “ethical AI” in healthcare means little without translation into real-world results. From deep dives into the complexity of healthcare systems to the realities of executing on bold visions, Sherri and Ed explore the intersection of technology, policy, team building, and ethics. The conversation highlights the gap between theory and execution in AI, the power and challenges of multidisciplinary teams, and what it really takes to protect patient safety in a digital age.

Key Discussion Points & Insights

The Challenge of Successful AI Deployment in Healthcare

• Complexity and Urgency:
  Sherri underscores the “weight” of integrating AI within healthcare, especially given systemic vulnerabilities, tight margins, and the need for both clinical and financial outcomes.
  • [03:08] “We brought everybody that you need to have to build, deploy, implement and integrate AI because … we’ve got a lot of hospitals in trouble.”
  • [04:58] “A lot of us are humanitarians and not really wanting to see the population at true risk... These are regular working people… even in Silicon Valley, regular working people being on Medicaid.”
• Beyond ‘Shiny Object’ Innovation:
  • [05:14] “It’s not just something cool and fun to do, but to make it really work, to improve outcomes not just clinically, but also financially for the health system… If you don’t make it work financially, then it doesn’t work for anyone.”

The Rise and Role of TTIC and Standards

• What is TTIC?:
  TTIC (Trust, Technical Implementation, and Compliance) was created to bring a multidisciplinary group together, stemming from an ANSI-accredited technical standard with IEEE, to move beyond engineering and bring in voices from across health and technology.
  • [05:47–07:37] “TTIC is born out of … a multidisciplinary group to be able to take this technical standard to market … It’s a full stack standard: trust, identity, privacy protection, safety, security…”
  • TTIC draws in CIOs, CISOs, engineers, and physicians to actually implement and iterate on technical standards for healthcare AI.

Execution, Not Just Ethics

• Need for Action:
  • [09:21] “I hate just talking… If I cannot get the job done, I don’t want to talk about it. I want to get the work done. I actually get pissed at people that talk and don’t get work done.”
  • [09:54] “There are so many people out there that want to be advisors… but I want to know how did you turn those into execution results?”
  • [10:33] Ed Gaudet: “People that can critically think and execute together—it's rare. Top of the 1% of the 1%.”
• Advisor Selection:
  • The team discusses the challenge of finding advisors who move beyond ‘talk’ to true impact, emphasizing the difference between visionary conversations and measurable action.

The Power of Team and Self-Awareness in the Age of AI

• Teamwork Above All:
  • [13:19] “It’s everything. … I can’t survive without team because I have extreme strengths and I also have other things … I can’t live without teamwork.”
• Building Great Teams:
  • [14:00] “Extreme self-awareness. Because unless you have extreme self-awareness for what you can contribute to a team and how you hinder a team, you can’t facilitate the team.”
• Leadership and Drawbacks:
  Leaders must maximize their strengths and minimize the impact of their own flaws to empower their teams.

Physician Empowerment, Administrative Burden, and the System’s Flaws

• Encouraging Physician Leadership in AI Settings:
  • [19:26] “Physicians often have very high IQs, they need to step in and step up because they do have the capacity to connect the clinical care with the technology… and they must do that.”
• Administrative Bloat and AI’s Opportunity:
  • [22:51] “What we can do and must do is relieve a lot of the administrative bloat and give time back to doctors… That’s what I’m working to do at Medigram.”
  • AI should be used to automate non-essential tasks, not remove vital jobs, but minimize pointless expansion by not filling unnecessary roles.
• Systemic Waste and Care Misalignment:
  The podcast highlights how administrative complexity, denial of claims, and RVU-driven incentives perpetuate “sick care” instead of true healthcare.

AI Revolution — Rethink or Repeat?

• A New Era?:
  • [21:04] “You get an opportunity to change everything with AI. It’s that powerful. It’s a revolution. It’s not like, incremental. Right. And it’s bigger than the Internet.”
• Caution Against Incrementalism:
  • Should AI be applied “just for 2x” or should the system be fundamentally re-imagined?
• Empowering Ethical Change:
  • Sherri tells doctors to claim their voice:
    • [17:39] “Don’t be afraid, just start driving your own movements using Greg Satell’s Cascades… [Big companies] aren’t against ethics—they just don’t care. It’s just not their business model.”

Notable Quotes & Memorable Moments

• On Execution vs. Talk:
  • Sherri Douville: “If I cannot get the job done, I don’t want to talk about it. I want to get the work done. And I actually get pissed at people that talk and don’t get work done.” [09:21]
• On Team Building:
  • Sherri Douville: “Extreme self-awareness. Because unless you have extreme self-awareness for what you can contribute to a team and how you hinder a team, you can’t facilitate the team.” [14:00]
• On Health System Realities:
  • Sherri Douville: “We’re talking about people with regular jobs, with regular families having regular access to healthcare… even in Silicon Valley, regular working people being on Medicaid. And that’s what kills me.” [04:39]
• On Ethics and Execution:
  • Sherri Douville: “I have a small window of time to make sure that [ethics] really happen[s] for medical AI… Big companies aren’t against you being ethical—they just don’t even know what it means. They’re not going to stop you. But they don’t [care]; it’s just not their business.” [17:39]

Timestamps for Key Segments

• 03:08 | The realities and urgency of integrating AI into struggling hospital systems
• 05:41 | Explanation of TTIC and its technical standard origins
• 09:21 | The necessity of turning talk into execution (“I want to get the work done”)
• 13:19 | The primacy of teamwork for successful innovation
• 14:00 | The power of extreme self-awareness in leadership and team building
• 17:39 | Urging doctors to create movements for ethical AI; why large AI firms aren’t incentives to act ethically
• 19:26 | The importance of clinical leaders bridging tech and patient care
• 22:51 | AI’s potential to reduce administrative burden and improve clinician workload
• 24:17 | Tackling waste: Prior auth, denial of claims, and future plans at Medigram

Links & Further Resources

• TTIC (Trust, Technical Implementation, and Compliance)
• Medigram
• LinkedIn - Sherri Douville
• Previous interview with Florence Hudson (details in show notes)

Closing Thoughts

This episode puts forth a clear message: ethical AI, particularly in medicine, is not meaningful without real, on-the-ground execution that addresses both systemic and frontline needs. Sherri Douville’s candor about the work, the challenges, and the hope for transforming healthcare via technology serves as practical advice for both current leaders and future innovators. The value of diverse, execution-driven teams and the empowerment of clinicians are vital themes threading through the conversation.

[Prepared for listeners and those interested in digital healthcare leadership, AI execution, and genuine change in patient safety.]