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Early signals are the defensible part of a CAPA story — capture why, not just what

Early signals are the defensible part of a CAPA story — capture why, not just what

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4 min read
Half a day chasing AI-model traceability — how a CAPA from data provenance broke the loop and how we fixed it

Half a day chasing AI-model traceability — how a CAPA from data provenance broke the loop and how we fixed it

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4 min read
Two quick questions every QMS person should ask about AI — fix these first

Two quick questions every QMS person should ask about AI — fix these first

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4 min read
I built a scanner to check whether EU chatbots admit they're bots. It kept catching me instead.

I built a scanner to check whether EU chatbots admit they're bots. It kept catching me instead.

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7 min read
The AI approval boundary nobody talks about until the audit finds it

The AI approval boundary nobody talks about until the audit finds it

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3 min read
The cleanest way to keep your compliance‑AI out of the EU AI Act high‑risk class: AI proposes, a human approves and signs

The cleanest way to keep your compliance‑AI out of the EU AI Act high‑risk class: AI proposes, a human approves and signs

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4 min read
Picking an eQMS for a 200-person Class II device shop — a pragmatic comparison

Picking an eQMS for a 200-person Class II device shop — a pragmatic comparison

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4 min read
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