Workflow assumptions
PILOT OR ACTUALOnly removed cost or measured redeployment.
From time saved to value realized.
Model adoption, review work, quality, risk, and the counterfactual. Capacity is not counted as cash unless you explicitly make it cashable.
Synthetic educational estimates, not financial forecasts or guaranteed returns. All formulas and assumptions remain visible.
Value case
CENTRALChallenge the central case.
Low, central, and high scenarios change adoption, quality, review burden, and value—not just the headline result.
Plan versus observed
Assumption audit
| Time | Assumption | New value | Evidence status |
|---|