Why PMs are Leveling up into AI Product Engineers | Sarah Jacob Singh, CPTO (Medbridge)

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December 2nd, 2025

28 mins 21 secs

Season 1

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About this Episode

Today, we’re joined by Sarah Jacob Singh, CPTO at Medbridge, a digital healthcare platform.

In this episode, Sarah shares:

  • Why AI means all companies have to act like startups again, with product more tightly integrated from engineering all the way to go-to-market
  • How many Product Managers are evolving into Product Engineers - building prototypes, shipping code, and helping developer teams innovate faster
  • The ways Medbridge is leveraging AI-enabled Product Engineers to ship big bets weekly instead of quarterly

Links

Sarah’s LinkedIn: https://www.linkedin.com/in/sarahjacobsingh/
Medbridge: https://www.medbridge.com/

Chapters

00:00: Introduction
01:53: Sarah’s career journey
03:56: The expanding role of product management
08:22: The impact of AI on product and engineering
11:35: Prototyping and feedback loops
17:20: AI adoption in healthcare
19:04: What is the “product engineer”?
22:47: In-house vs. Purchased solutions
29:13: Medbridge’s upcoming hackathon
30:54: Conclusion

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