Strategy question
For a core workflow in Epic, how would you decide whether to build the experience embedded inside the EHR, in a standalone Abridge surface, or as a hybrid? Compare the options on clinician adoption, workflow speed, integration constraints, release velocity, data access, and defensibility, and explain how your choice would shape the roadmap.
- Abridge
- Strategy
- Hard
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What this question tests
Tests strategic tradeoff reasoning on build location, embedded versus standalone versus hybrid, for a clinical workflow tied to Epic.
How to approach it
- Clarify which core workflow is in scope, since in visit documentation has different integration needs than post visit review or coding.
- Lay out embedded in Epic: highest clinician adoption since it matches existing habits, but slower release velocity due to certification.
- Lay out standalone: fastest release velocity and full experience control, but added friction from clinicians switching screens.
- Lay out hybrid, a lightweight embedded entry point deep linking to a richer standalone surface, and weigh whether it captures most of each benefit.
- Weigh data access and defensibility, since deep Epic integration builds switching costs a standalone tool alone would not.
- Recommend by workflow urgency, embedded for in visit capture where speed matters most, standalone or hybrid for lower urgency post visit work.
What a strong answer includes
- Picks a workflow first and makes the decision workflow specific, for example embedded for in visit notes but standalone for post visit review.
- Quantifies the release velocity tradeoff, for example Epic certification cycles taking weeks longer than an independently deployed update.
- Treats defensibility as real, noting deep EHR integration is harder for competitors to replicate than a standalone tool.
- Proposes a migration path, starting standalone to move fast then investing in embedded integration once fit is proven.
Common mistakes
- Picking one option for the whole product instead of letting different workflows have different optimal build locations.
- Underestimating how much Epic's certification cycle slows iteration speed for an embedded build.
Likely follow-up questions
- How would your answer change for a smaller health system not fully standardized on Epic?
- What would make you switch from standalone to embedded after launch?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop