Better questions before bigger commitments
Practical tests and evidence explorers for people making consequential AI choices. Surface the assumptions, inspect the evidence and decide what needs to happen next—before momentum hardens into a purchase or policy.
Start with the decision in front of you. Answer for the organisation as it operates today, then use the result to ask sharper questions of colleagues, consultants and vendors.
These tools do not replace professional advice or make the decision for you. They can help you brief advisers clearly and get more value from the advice and proposals you receive.
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Explore the evidence or test your readiness. Each tool helps you examine a management question before committing to a course of action.
Agent procurement readiness test
Before comparing AI agents, check whether the job, evidence, authority, dependencies, audit trail and operating ownership are clear enough to evaluate suppliers responsibly.
Six practical checks · Four readiness postures · Answers stay in your browser Run the test →AI Adoption Explorer
Compare adoption indicators across countries and explore evidence by business size and sector. Inspect the dates, sources and limits before drawing a conclusion.
Country comparisons · Business context · Research notebook Open the Explorer →What a result means. A score or comparison is a prompt to investigate. It is not a certificate of readiness or a business case. Take the questions it raises to the people who will own the work, the risks and the outcome.
How we approach the evidence →