UPLIFT

FREE PRACTICAL WORKFLOW / FICTIONAL CASE

A good-looking answer can still be wrong.

Before you rely on AI-assisted analysis, make the assumptions, calculations and evidence traceable. Try the example below.

THE FIRST DRAFT

Would you trust this market estimate?

£132m

Management market estimate. No complete audit trail has been supplied.

What would you check before using it?

  • Are the population and serviceable market definitions correct?
  • Are the spend assumptions annual, evidenced and like-for-like?
  • Which important adjustments or exclusions have been omitted?

01 / DEFINE THE QUESTION

Start with the decision.

State the audience, the deliverable and what the analysis must prove.

02 / BOUND THE INPUTS

Use authorised evidence.

Collect source documents and record definitions, dates, units and exclusions.

03 / CHECK THE RESULT

Recalculate independently.

Trace each material assertion to a source and document unresolved issues.

Five verification checks before sharing AI-assisted work: sources, definitions, calculations, assumptions and professional judgement.
Five checks to carry into your next employer-approved task.

A prompt worth adapting

Using only the permitted data and sources I provide, review this commercial analysis. List each material assumption, its source, calculation logic and any inconsistency. Separate confirmed facts from estimates. Do not invent figures or citations. Produce a clear checklist for independent review before sharing the result.

FROM FREE PRACTICE TO REPEATABLE SKILL

You've checked one example. Learn to do this on your own work.

The free exercise shows the method. Membership includes 12 specialist consulting and investment banking workflows, seven task-based guides, verification checklists and saved methods so you can practise on your own non-confidential, employer-approved work.

01Take the free AI Work Check
02Practise a worked example
03Build and save your verification method
See the full toolkit

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