Resources

Understand before deploying.

Definitions, distinctions and practical questions to scope AI use. No claimed benchmark results or personalized legal advice.

Reading guide

AI governance: models, rules and responsibilities

Understand organizational AI governance: permissions, models, data, checks and evidence. Practical questions for scoping an integration.

Read guide ↗

Reading guide

Verifiable AI evidence: what does a signature establish?

Sources, checks and signatures: understand what verifiable evidence establishes for AI-generated documents and which limitations must remain visible.

Read guide ↗

Reading guide

Preparing an AI pilot for a local authority

A scoping guide for public-sector AI pilots: use cases, data, roles, documents, success criteria and limits before deployment.

Read guide ↗