Guide

Why evidence-linked AI matters

Professional work needs more than a fluent paragraph: it needs a route back to the source and a reviewer who can assess it.

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Evidence is not interchangeable

A client document, a workbook calculation, a legal provision and an AI interpretation have different roles. Keeping them distinct prevents misplaced confidence.

Citation enables review

A citation is a starting point for checking context; it is not proof that an answer is complete, current or correct.

Evidence trail

A useful trail has three parts

A response should show where it came from, what it does not establish and who must decide the next step.

Workbook range or source document page
Relevant statutory source, kept separate from interpretation
Reviewer judgment, correction and approval

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AI evaluation Secure workbook analysis Evidence-linked AI

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Next step

Use the checklist library

Turn the principle into a repeatable firm intake and review process.