Workflow · Research

Validate with Research

Find where an analysis rests on weak evidence and close the gap — framing the questions, commissioning AI or human research, and folding verified findings back in.

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Question it answers

Where is our evidence weak, and what research would firm it up?

Inputs

· Analysis to validate
· Evidence map
· Research method (AI / human / expert)
· Time & budget

Steps

1. Locate weak evidence — Find the load-bearing claims that rest on thin or stale evidence.
2. Frame the questions — Turn each weak spot into a specific, answerable research question.
3. Choose the method — Choose AI, human or expert research per question by what the gap needs.
4. Commission the research — Commission the work and set what a sufficient answer looks like.
5. Integrate & update — Fold verified findings back into the analysis and update the confidence.