Data Quality 366 pending

The unified data-quality queue + ledger. CAD Codes is the big one — match codes seen in traffic to a vehicle (or create it), and spot vehicles missing a code. Other reconciliation diffs (hierarchy, fleet specs) land in the Inbox; every resolution — automatic, accepted, or a manual in-context edit — is recorded in History. Additions auto-apply; changes queue; nothing is invented.

Vehicle Types 0 raw 0 canonical 0 unmapped

Consolidate the messy raw vehicle_type values into clean canonical classes. Mapping is non-destructive — a vehicle's own vehicle_type is never rewritten, so every change here is reversible. Create a class, then map raw types into it.

If a raw type already has that exact name/code, it’s promoted to canonical.

52 operational vehicles have no type yet (SES excluded). Type them

No canonical classes yet — create one above to begin consolidating.

Unmapped raw types 0

Code	Fleet	Evidence — agency · water · capability flags · sample callsigns
Everything’s mapped 🎉

Create a canonical class above first, then a “Map to class” picker appears on each row.