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How I validate LLMs for GxP work β€” scope, evidence, and the auditor's checklist

How I validate LLMs for GxP work β€” scope, evidence, and the auditor's checklist

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4 min read
Interoperability and connectivity: practical compliance for connected medical devices

Interoperability and connectivity: practical compliance for connected medical devices

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3 min read
510(k) clearance pitfalls β€” the weak links that actually stall approval

510(k) clearance pitfalls β€” the weak links that actually stall approval

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4 min read
Where usability files actually fail β€” and how to stop firefighting later

Where usability files actually fail β€” and how to stop firefighting later

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4 min read
Why interoperability failures are a product problem β€” and how to stop firefighting later

Why interoperability failures are a product problem β€” and how to stop firefighting later

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4 min read
Why our eQMS ran in parallel for 18 months β€” and what I’d do differently

Why our eQMS ran in parallel for 18 months β€” and what I’d do differently

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4 min read
Why our eQMS ran in parallel for 18 months β€” and what I’d do differently

Why our eQMS ran in parallel for 18 months β€” and what I’d do differently

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4 min read
Quality culture vs quality theatre β€” what inspectors actually see

Quality culture vs quality theatre β€” what inspectors actually see

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4 min read
CE marking under MDR β€” what's actually new, and what teams still get wrong

CE marking under MDR β€” what's actually new, and what teams still get wrong

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3 min read
How MDR vs IVDR changes the CAPA game (and what I actually changed in our QMS)

How MDR vs IVDR changes the CAPA game (and what I actually changed in our QMS)

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4 min read
CE under MDR β€” what's actually new (and what teams still get wrong)

CE under MDR β€” what's actually new (and what teams still get wrong)

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4 min read
MDR reform (Dec 2025): what the new β€œbreakthrough” pathways mean for small medtech teams

MDR reform (Dec 2025): what the new β€œbreakthrough” pathways mean for small medtech teams

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4 min read
AI in QMS β€” what it actually does, and what vendors mean by β€œAI”

AI in QMS β€” what it actually does, and what vendors mean by β€œAI”

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4 min read
Why Europe still has no MAUDE equivalent β€” the transparency gap and what to do about it

Why Europe still has no MAUDE equivalent β€” the transparency gap and what to do about it

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4 min read
SaMD and the regulatory gap: why software still trips up notified bodies

SaMD and the regulatory gap: why software still trips up notified bodies

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3 min read
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