Govern Data Quality, Security, and Compliance
Automate schema checks, deduplicate overlapping pings, and reorder out‑of‑sequence events. Flag impossible speeds, duplicate PROs, and missing stops. Create self‑healing rules—fallback geofences or driver attestations—to stabilize timelines while root causes get fixed in the background.
Govern Data Quality, Security, and Compliance
Maintain a clean location master with coordinates, gates, hours, and appointment windows. Standardize carrier IDs, SCACs, service levels, and equipment types. Document holiday calendars and blackout periods. Accurate reference data prevents phantom exceptions and keeps monitoring honest.