Three Layers of Bias in Clinical AI

Why bias does not stop at the model and how it compounds through the clinician and the workflow around them.

Apr 5 • Dr. Louise Rix 👩‍⚕️

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March 2026

Purpose vs. Profit in HealthTech.

When compromise kills trust and how to design models where safety saves

Mar 29 • Dr. Louise Rix 👩‍⚕️

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Should Clinical Product Managers Be CSO-Trained?

It's a question I get asked a lot and the answer isn't as obvious as you might think

Mar 22 • Dr. Louise Rix 👩‍⚕️

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What 2025 Revealed About the State of Clinical Product

Six core challenges, hiring signals and what's coming next for the discipline

Mar 15

The Mindset That Makes You a Great Clinician

Is Exactly What Makes You a Terrible Product Manager

Mar 8

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When “Support” Becomes “Treatment”: Navigating the SaMD Grey Zone

A review of the whitepaper from Avegen and 8fold Governance

Mar 1

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February 2026

We Need to Talk About Your Vibe Coded Clinical Product

Understanding Technology Readiness Levels in the age of vibes ✌️

Feb 22 • Dr. Louise Rix 👩‍⚕️

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Slow is Smooth, Smooth is Fast

Why speed in HealthTech starts with clinical rigor

Feb 15 • Dr. Louise Rix 👩‍⚕️

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Why Clinical Safety Failures Often Start in Product Decisions

The hidden safety impact of everyday design and prioritisation choices

Feb 8

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The 7 Things Clinicians Do Wrong When Trying to Break into Clinical Product

And what you should do instead to land your dream role

Feb 1

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January 2026

The 3 Mindset Shifts Every Clinical Product Manager Needs

Lessons from Lorenzo Espinosa on building digital health products at scale

Jan 25

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The TPM Model: Why Structure Changed Everything at Ada Health

How embedding clinical product thinking from day one unlocked safer, faster product delivery

Jan 18

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