RequestReviewOwner & review trigger
Article · Governance
An AI policy needs a route to a decision
Turn broad rules into a process that helps people assess a new tool or use case.
Read moreInsights
Notes on making AI usable.
Practical perspectives on governance, model evaluation and deployment.
QuestionsReviewFindings
Articles and research notes
13 insights
ClaimsEvidenceTests
Article · Adoption
Before you buy an AI tool, ask for evidence you can use
Supplier questions that connect technical claims to the work your organisation needs to do.
Read moreDeployment environment
Model weights
Data & licence
Operations
Article · Adoption
An open-weight model still needs a deployment decision
Examine permissions, data flows and operating responsibilities before adopting a model.
Read moreConditionsBehaviourSafeguards
Article · Engineering
When AI leaves the screen, the evidence has to follow
Connect model behaviour with operating limits, system response and safety evidence.
Read morePilotEvidence reviewRelease gate
Article · Engineering
The AI pilot worked. What has to happen before rollout?
Define the limits of the pilot evidence and prepare for a controlled release.
Read moreIntended useApplicable obligationsYour role
Article · Governance
EU AI Act readiness starts with the system and your role
A practical starting point for UK product and governance teams.
Read moreManagement systemSystem evidence
Article · Governance
ISO 42001, the EU AI Act and the work between them
How management systems, legal requirements and technical evidence fit together.
Read moreEdgeTrade-offsCloud
Article · Engineering
Edge or cloud? Start with the operating conditions.
Compare architectures using workload, response time, connectivity and maintenance.
Read moreEventDetectionResponse
Article · Physical systems
Buying video analytics: test the event and the response
Evaluate missed events, false-alert workload and the response an alert requires.
Read moreUK contextEU applicability
Research note · Governance
UK and EU AI governance: a working map
A dated guide to legislation, standards and guidance, with the amended EU timetable.
Read moreDemonstrationTest conditionsAcceptance
Research note · Adoption
From a supplier demonstration to an acceptance test
A worked example that turns a broad capability claim into a testable question.
Read moreModel usage
Infrastructure
Human review
Research note · Adoption
Comparing AI options without hiding the operating cost
Include infrastructure, support and human review in the same comparison.
Read moreHalos · safetyHailo · hardware
Research note · Engineering
Physical AI: NVIDIA Halos and Hailo
The distinction between the safety ecosystem and edge AI platforms, and the work around them.
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Working guides
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