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Run lifecycle
Each workflow can move from input to draft output, review, approval, and export.
Run HistoryEvery model run should be
Every model run should be
traceable.
A finance engine needs a memory of inputs, assumptions, warnings, output state, and approval decisions for every run.
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Model evidence
Numbers should not appear alone; they need source context and reasoning trace.
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Review surface
The operator should see warnings and assumptions before accepting output.
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Export readiness
Future exports can carry metadata proving how the result was produced.