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Writing on ISO 42001, the EU AI Act, and what actually works

This is where ai42001 publishes practical explainers on ISO/IEC 42001 and the EU AI Act — the comparisons, timelines, and implementation detail we end up explaining on client calls. Everything here is free to read, ungated, and free to quote with attribution.

Implementation8 min read

Automate Your ISO 42001 Evidence, Or Pay For It Forever

Most ISO 42001 controls generate recurring evidence. Collecting it by hand costs weeks of engineering time every audit cycle and decays between them. Here is what to automate and how.

Abhinav Goel

Short answer

Automating ISO/IEC 42001 evidence means making your controls emit their own audit records — evaluation results, approvals, review logs, training completions — into durable, timestamped storage, rather than assembling them by hand before each audit. It matters because manual evidence collection costs weeks of engineering time per audit cycle, decays silently between audits, and is the most common reason a certified management system fails its first surveillance audit.

Read the full piece

Beyond reading

Want this applied to your own systems?

The articles cover the general case. A gap assessment covers yours — your AI systems, your existing certifications, your regulatory exposure, with a costed roadmap at the end of it.

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