Airframe (Shovels)

AIRFRAME (SHOVELS)A5 · direct accessManage supplier listing

Normalised nationwide building-permit corpus plus contractor, property and government-decision signals. The core asset is the harmonisation layer: fragmented municipal permit records from thousands of jurisdictions, each with different schemas, field names and formats, cleaned and mapped to a single national schema using machine-learning and language-model processing, then enriched with contractor licensing/company records, parcel and property linkage, and dated government decision signals (approvals, code and zoning actions) that precede or accompany permit activity. Long historical records support longitudinal analysis.