Technical notes / 2026
No trend reports.
Implementation detail.
Six concise notes for teams designing controls, evidence and production AI architecture.
01 / Technical note
EU AI Act controls: from obligation to evidence
A technical method for mapping the amended EU AI Act to observable system behaviour and reviewable evidence.
02 / Technical noteHow to build an AI system inventory that survives review
A practical inventory method that connects AI use cases to owners, data, controls and evidence.
03 / Technical notePermission-aware retrieval for private knowledge systems
Why enterprise RAG must preserve source permissions, citations and deletion through the full retrieval path.
04 / Technical noteApproval gates for operational AI agents
A production pattern for constraining agent actions with typed tools, risk tiers and recorded human approval.
05 / Technical noteModel routing without provider lock-in
How to separate business logic, evaluations and controls from model providers while keeping routing measurable.
06 / Technical noteOperationalising NIST AI RMF in a production stack
A concrete mapping from Govern, Map, Measure and Manage to production AI architecture and records.