Why 50% of New Nurses Quit Within 2 Years (And How AI Can Fix It) | Angela Millan

June 2
50 mins

Episode Description

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What does it mean to be ready — really ready — to take care of a patient at 3am?

Passing boards says you're safe enough to start. But clinical judgment? That's built through repetition, feedback, and experience that nursing education often can't provide. And the consequences of that gap are real: 50% of new grad nurses leave the bedside within 2 years, before they ever become the senior mentors the next class needs.

Angela Millan has lived this from every angle. As a new grad thrown onto the floor after 18 days of orientation. As a nurse practitioner navigating an even steeper learning curve. As a clinical instructor watching her students freeze at the bedside — not because they didn't know what they were seeing, but because they didn't know what to do next. And now, as the co-founder of Prismn Health Technologies, where she's building Nurse Hazel: a conversational AI clinical reasoning tutor designed to close the gap before a nurse is ever alone in those high-stakes moments.

In this episode, Chris and Angela get into:

- Why the NCLEX measures minimum competency — not readiness
- The difference between clinical knowledge and clinical judgment, and why it matters
- A story about a nursing student who followed every protocol and still nearly lost a patient
- The emotional cost of entering a profession where you're measured for compliance, not care
- How Nurse Hazel works — and the strict line Angela drew on what AI should never do at the bedside
- What a strong nursing workforce looks like in 10 years, and what it will take to get there

Angela's perspective is rare: she's building from inside the problem, not around it. This is a conversation about what healthcare education has normalized, and what it looks like to refuse to accept that as inevitable.



Guest: Angela Milan — Nurse Practitioner, Nurse Educator, Co-Founder of Prismn Health Technologies
Connect with Angela: linkedin.com/in/angela-milan
Learn more about Prism: https://joinprismn.com/



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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.


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