Predictive Truckload Arrival Intelligence
What we deliver
The Problem (Before)
No real-time visibility into FTL location/status. Reliance on carrier calls.
Transportation Manager, Logistics Manager, Director, Customer Service, Transportation Planning Manager
The Outcome (After)
Every truckload shipment tracked in real time with ML-powered ETAs that improve every day.
Carrier-provided ETAs are static and unreliable. FourKites' ML ETA is trained on millions of network-wide shipment patterns and updates continuously, outperforming carrier estimates on accuracy.
Tracy
How it works
GPS tracking across 500K+ carrier integrations feeds a shipper-centric ML algorithm combining mapping and traffic data, check-call history, and network-wide patterns to produce ETAs that improve continuously.
ML ETA trained on network-wide patterns
Carrier reliability by lane
Facility dwell predictions
Weather/traffic transit impact
This intelligence exists because the Graph aggregates behavior across 882 enterprise shippers, 10,164 carriers, and 3.6 million facilities over 11 years.
Carrier-provided ETAs are static and unreliable. FourKites' ML ETA is trained on millions of network-wide shipment patterns and updates continuously, outperforming carrier estimates on accuracy. The intelligence layer is what creates the gap. Building the basic capability is straightforward. Building it on top of 11 years of cross-company global movement intelligence is what cannot be replicated with software alone.
Shipment Twin
Tracy executes the workflow. Every action recorded with full decision trace.
Cross-company movement intelligence powering every decision
Insights: OTR dashboards (Carriers, Stops, Lanes, Load Details); FourSight AI: Any shipment metric via natural language
Multi-Modal Intelligence
- LTL and Parcel Delivery Assurance
- Mission-Critical FedEx Visibility
- Predictive Rail and Intermodal Intelligence
- Per-Stop Last Mile Delivery Tracking
- Multi-Leg Consignment Tracking
Validation
Deployment Evidence
Expected Impact Range
Related outcomes
Ocean containers tracked door-to-door - single container and at booking level. D&D costs managed, not just discovered.
Ocean import D&D charges tracked at every port with free-time countdown and proactive alerts.
Ocean export logistics managed from empty pickup through vessel loading with cut-off monitoring.
One billion hours of operational work completed by AI agents over the next decade.
