AIR Console

Reviews scored

Keep

Review closely

Refer out

Quoted pipeline

Model calibration:PROVISIONAL Layer 4 (forum/disposition) runs on general NY baselines until CAA logs ~30 case outcomes. It informs but never decides a keep/farm on its own.

Case Review Ledger

Row = one paid case review. Click a row for the score sheet, blended quote, and communication cadence.

Client / Case	Dept · County	Review phase	AIR	Disposition	Quote

Calibration ingestion

Load CAA's back catalog of drafted case reviews. Each ingested review with a known outcome feeds Layer 4 and sharpens the keep/refer line. The model advances PROVISIONAL → DEVELOPING → ESTABLISHED as logged outcomes climb.

Logged outcomes: 1 / 30 to reach DEVELOPING · 100 to reach ESTABLISHED

Drop case reviews.docx · .pdf · .json — parsed into score sheets

Case Review Ledger

Calibration ingestion

New case review