Overhaul

Overhaul — High-value freight risk and custody telemetry: end-to-end shipment event histories (route, stops, handoffs, dwell points) across truck, air, ocean, rail and cross-border moves; historical incident/cargo-crime pattern library behind the RiskGPT disruption-forecast model; FraudWatch carrier-verification and chain-of-custody records including fraudulent-pickup, carrier-impersonation and double-brokering events; and lane-level performance history used to tune lane controls, routing rules and dwell-point fixes.. Large for a private visibility vendor: ~470 employees, $317M raised (Series…

Overhaul offers (Alternative, Supply Chain, Sentiment, Geospatial) — Est. very large: a multimodal visibility platform at ~$136M revenue implies hundreds of thousands of tracked shipments, each generating hundreds of location/event/dwell records plus carrier-verification lookups — i.e. 10^8+ event rows, plus a labelled historical incident library spanning several years of cargo-crime and disruption events.

Cargo-theft and fraud detection model training (a rare labelled fraud typology corpus); freight risk and lane-safety scoring; supply-chain disruption forecasting for semiconductor and AI-hardware inputs; carrier vetting and double-brokering classifiers; ETA/delay prediction under tight fab delivery windows; insurance pricing for high-value cargo; and time-series/event-sequence anomaly detection benchmarking.

The data is with 9 years of history.

Coverage spans US, APAC, Japan; Air Freight & Logistics Services, Supply Chain & Logistics Software; alternative, supply_chain, sentiment, geospatial; equities.