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Turn a pile of research notes into a report stakeholders actually read

A thorough research writeup and a report someone will actually finish reading are not the same document.

Outcome
A report that leads with the finding that matters most, backs it with just enough evidence to be credible, and gets read to the end instead of skimmed or ignored — built from the same raw notes a exhaustive writeup would have used.
Time
1.5-3 hours depending on research volume

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Research notes accumulated across interviews, surveys, or usability sessions often get compiled into a thorough writeup that covers everything found, in the order it was discovered — comprehensive, but structured for the researcher's process rather than a stakeholder's attention span, which means it gets skimmed for a summary or not read at all. This playbook restructures the same raw findings around what a stakeholder actually needs first, backed by just enough evidence to be credible without burying the point.

When not to use this

If the audience genuinely needs the full methodological detail — an academic or highly technical audience, say — a comprehensive writeup is the right call. This is for a business stakeholder report.

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Did this work?

A stakeholder who only reads the first paragraph still knows the main finding and what it implies, not just that "research happened."

Tested on claude-opus-5. Evidence status is draft; it moves to battle-tested only on recorded runs, never by hand.

Consense — Big decision? Compare and combine multiple LLM responses.