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A practical path from question to evidence.

Use these guides to prepare a review, understand your measures and evaluate AI assistance. Industry examples use clearly labelled synthetic data.

Practical guide

Prepare your data for a useful first review

Agree a question, source, owner and time period before connecting a system.

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Practical guide

Make management metrics comparable

Define the calculation and comparison before interpreting a movement.

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Practical guide

Review an Agent Kay answer with its evidence

Use AI assistance to investigate, with a person responsible for the decision.

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Practical guide

Run a focused department review

Turn a reported exception into a specific, accountable next step.

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Explore a relevant example.

Industry guides

Choose a business type and inspect its questions, measures and data needs.

Security and data

Understand access controls, AI evidence checks and deployment reviews.