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On ethical AI, clinical data sovereignty, and the future of mental health technology.

Data Sovereignty6 min read28 February 2026

Clinical Necessity vs. Digital Vulnerability: Establishing Data Sovereignty Through Offline Artificial Intelligence

We sit with people in their most fragile moments. They hand us the parts of themselves they cannot show anyone else. That is the foundation of our work. The question is whether the technology we adopt honours that foundation or quietly undermines it.

Dr. Sophie Andrews

Clinical Workflow5 min read20 January 2026

The Augmented Clinician: How I Use Local AI to Double My Efficiency Without Sacrificing Clinical Standard

For years, the choice seemed binary: speed or rigour. Fast work meant cutting corners; rigorous work meant long, burnout-inducing hours. Today, I refuse to make that trade-off.

Dr. Sophie Andrews

Clinical Technology / Ethics4 min read15 December 2025

The Ironclad Clinic: Why I Chose Local AI Over the Cloud

When cloud vendors pitched “enterprise” AI solutions, I politely declined. To them, “minimal risk” is an acceptable margin. To me, it’s a breach of trust.

Dr. Sophie Andrews

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