Valuation & underwriting copilot estimate
The innocent-looking 'add a new market' change re-triggers the whole data-readiness phase.
Open the live lab · pre-loaded to this scenario
Estimation & Scoping Studio
Context
An estimate for a property valuation and underwriting copilot. The trap is the scope change: 'add a new market' sounds trivial but re-triggers comps/market data-readiness and eval — the same phase that dominated the original estimate.
The decision
Make the change-order math visible: a new market isn't a config toggle, it re-runs data-readiness and eval, so estimate the change explicitly and let the margin math show why absorbing it silently is the wrong call.
What most miss
Stakeholders read 'new market' as small because the model is unchanged. The cost is data — comps, rent-rolls, local rules — so the change re-triggers the most expensive phase, not the cheapest.
Stakes
Absorb 'just one more market' silently and margin bleeds out one data-readiness re-run at a time.
Studied · Engagement Leadership · verified 2026-07-03
Sources: Real-estate / proptech valuation estimation (studied); Change-control discipline on data-readiness-driven scope