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AI-FLUENCY5 MIN READ

Audit the AI Slide Before It Travels

Add verification controls before using AI-generated numbers or charts in an executive deliverable.

What changed between the polished-but-risky slide and the audited slide workflow? Before: the slide looks finished before the evidence is checked. After: the claim has a source, a calculation check, and an owner. Numbers are tied back to the source file. This catches arithmetic or extraction errors that visual polish can hide. Metric definitions are checked. A correct-looking chart can still be wrong if retention, cohort, or time window is mislabeled. An owner signs off before reuse. Verification is a workflow step, not a vague hope that someone will notice later. Do not let presentation quality outrun evidence quality. AI…

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