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
11 items
The AI Accountability Playbook
How to maintain a trusted record of AI systems, ownership, risk, evidence, decisions and oversight. Includes the five records every organisation needs and a 7-day starter plan.
1 Jul 2026 · Operations · 12 min
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 governance record 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
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