Resources / Publications
Publications
Concepts, frameworks, briefings, guides, and research. Reverse chronological.
Concepts
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 · 6 min read
Concepts
The Accountability Chain explained
How ownership, evidence, and review fit together across the AI lifecycle.
12 May 2026 · 8 min read
Operations
How to register your first AI system
An operational walkthrough for system owners onboarding to a record.
5 May 2026 · 10 min read
Industry
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 · 5 min read
Operations
What auditors actually ask about AI systems
Patterns from internal audit, external audit, and supervisory engagements.
21 Apr 2026 · 7 min read
Frameworks
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 · 14 min read
Market
Procurement questionnaire fatigue and what to do about it
Enterprise buyers now send 80-question AI assurance forms. Vendors need a single source of truth.
7 Apr 2026 · 6 min read
Operations
Evidence management is the governance bottleneck
Frameworks demand evidence. Teams produce evidence. The gap is in linking the two.
31 Mar 2026 · 6 min read
Frameworks
DSIT AIME: the five practice areas in operational terms
Translating AI Management Essentials from policy language into day-to-day actions.
24 Mar 2026 · 9 min read
Frameworks
Accountability in the AI supply chain
Who owns the decision when the model is third-party, the data is internal, and the user is a customer?
17 Mar 2026 · 12 min read
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