Appraisal policy

Auto-approval confidence: 70%

This case study models 400 property valuations from an automated valuation model (AVM). Higher auto-approval confidence sends fewer listings to a human appraiser, saving review time — but low-confidence valuations that are auto-approved anyway risk a mispriced listing reaching the market.

Batch outcome

Auto-approved valuations—

Mispriced listings released—

Appraiser review hours—

Properties by AVM confidence (blue = auto-approved, red ring = true mispricing risk)