YOLO vs. Death by a Thousand Pilots: AI Change Management Lessons from Emory Healthcare

Becker’s Healthcare Podcast20mApril 28, 2026

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AI-Generated Summary

In this episode of the Becker's Healthcare Podcast, Kedar Amate, co-founder and CMO of Qualified Health, interviews Dr. Nabil Safdar, Chief AI Officer at Emory Healthcare, about change management and AI adoption in healthcare. Safdar shares his early experience deploying CT perfusion for stroke imaging—initially restricted to research—only to discover that the real barrier wasn't technology, but bureaucratic inertia. This 'YOLO vs. Death by a Thousand Pilots' framework becomes central to the discussion: while big-bang rollouts (YOLO) often fail due to low adoption (plateauing around 30%), incremental, metered implementation (death by a thousand pilots) builds trust, especially among hesitant clinicians. Safdar emphasizes that success hinges on consistency, education, and meeting users where they are—like the horse carriage analogy, where familiarity reduces resistance. He advocates for embedding AI in top-level corporate governance, not just operational tickets, and stresses that long-term culture change comes from repeated, reliable engagement across all levels. The episode concludes with a powerful call to focus on outcomes, not deployment counts, as the true measure of AI success in healthcare.

Key Takeaways
1

Adopt a 'death by a thousand pilots' strategy—small, incremental AI rollouts build trust and avoid resistance.

2

Meet users where they are: treat AI as a new paradigm, not a search engine, and educate on prompt engineering.

3

Consistency in communication, support, and leadership is essential for building a change-ready culture.

4

AI strategy must be embedded in top-level corporate governance—not just operational or compliance functions.

5

Success is measured by outcomes (time saved, satisfaction, cost), not by the number of AI tools deployed.

Chapters
0:00
2 min

Introduction and Context: AI at Emory Healthcare

Kedar Amate introduces Dr. Nabil Safdar, Chief AI Officer at Emory Healthcare, and sets the stage for a discussion on AI change management in healthcare institutions.

2:00
3 min

The First AI Deployment: CT Perfusion for Stroke

We hamstring ourselves unnecessarily by barriers to adoption that don't really exist. It's just that we're not willing to take a little bit of risk.

Highlight
5:00
4 min

The 'YOLO vs. Death by a Thousand Pilots' Framework

We said, turn this tool on for everybody. Everybody use it. We even did some kind of rah-rah leadership moments and we plateaued around like 30% utilization.

Highlight
9:00
5 min

User Readiness and the Need for Education

We had to go through and start to give, by analogy, hey, this is like you're talking to a person, give it a specific question...

Highlight
14:00
6 min

Building a Change-Ready Culture with Consistency

It's what you tolerate and what you expect in behavior and that people only learn that by seeing that over and over again.

Highlight
High-Impact Quotes
Do not relegate your AI strategy to be a service that only responds to tickets.
Dr. Nabil Safdar15:51
Viral: 90.0
If you're a chief AI officer and you fill one of these particular profiles... you're the mechanic, meaning you're very technical. You're the salesperson... You're the driver... You're the safety official. It doesn't matter. What matters is you get to the finish line fast enough and far enough.
Dr. Nabil Safdar18:27
Viral: 88.0
We hamstring ourselves unnecessarily by barriers to adoption that don't really exist. It's just that we're not willing to take a little bit of risk.
Dr. Nabil Safdar2:38
Viral: 85.0
Speakers

Host

Kedar Amate

Guest

Dr. Nabil Safdar
Topics Discussed
AI Change Management95%Healthcare AI Adoption90%Leadership and Governance88%Incremental Implementation85%AI Strategy at Scale85%Organizational Culture82%User Education and Onboarding80%Clinical AI Use Cases75%
People & Brands

Dr. Nabil Safdar

person

45xPositive

Emory Healthcare

organization

38xPositive

Generative AI

other

14xPositive

Qualified Health

organization

12xPositive

CT Perfusion

other

8xPositive

Death by a Thousand Pilots

other

6xPositive

YOLO Approach

other

5xNeutral

Zainab Tufekci

person

1xNeutral

Caldini

person

1xPositive

CrowdStrike

organization

1xNeutral

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