Inspect the method. Question the claim.
Reference guidance and implementation methods are useful when their scope is clear. This collection contains editorial notes—not proprietary surveys or measured benchmark reports.
Read practical guides
What a Useful AI Pilot Should Deliver
A pilot should answer a decision—not simply demonstrate that a model can produce output.
A Practical Release Readiness Checklist
Help decision makers distinguish tested behaviour from assumptions and unresolved risks.
Measure the Journey, Not Just the Clicks
Connect marketing activity to agreed enquiry and qualification definitions.
Evidence needs context.
For a measured result
Publish the methodology, test conditions, sample, baseline, collection period and limitations. Distinguish an observation from a causal claim.
For a practical guide
State the purpose and scope. Do not imply that editorial guidance is a completed experiment, independent audit or externally reviewed study.
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Tell us where you are, what you need and what is getting in the way. We will start with the right conversation.