Resources
Operational intelligence for AI accountability.
Publications, diagnostic assessments, and practitioner webinars, built for teams turning governance frameworks into day-to-day operating practice.
Publications
10 items
What is an AI system record and why does it matter
The single object every governance framework now expects you to maintain.
20 May 2026 · Concepts · 6 min
The Accountability Chain explained
How ownership, evidence, and review fit together across the AI lifecycle.
12 May 2026 · Concepts · 8 min
How to register your first AI system
An operational walkthrough for system owners onboarding to a record.
5 May 2026 · Operations · 10 min
Shadow AI is not a security problem. It is an accountability gap.
Why classifying shadow AI as a security issue misdirects the response.
28 Apr 2026 · Industry · 5 min
What auditors actually ask about AI systems
Patterns from internal audit, external audit, and supervisory engagements.
21 Apr 2026 · Operations · 7 min
ISO 42001 vs EU AI Act vs DSIT AIME vs NIST AI RMF
A side-by-side reading of the four frameworks most organisations now intersect.
14 Apr 2026 · Frameworks · 14 min
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