Commit to a 48-hour AI output quality loop

Run a 48-hour DMAIC quality loop on one recurring AI consulting output defect. Use this when AI-assisted briefs, decks, analyses, or client emails repeatedly require the same kind of rework. I will fix the recurring AI output defect [specific defect] in [client deliverable or workflow]. Define: the defect means [observable standard]. Measure: I will inspect [sample size] recent outputs and count [error type]. Analyze: I suspect the cause is [source pack, prompt, example, review gate, or data boundary]. Improve: I will change [one workflow element]. Control: I will add [checklist/template/owner] so the defect is caught before client review. We will…

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