Premium Shipment Spend Reduction via ETA Confidence
What we deliver
The Problem (Before)
Without a high degree of certainty on when shipments will arrive, customers pay premium freight costs (expedites, air freight, hot-shot trucking) to ensure products arrive by a certain date. This is especially acute for seasonal or promotional inventory where missing a delivery window means lost sales. Premium freight can cost 3-10x standard rates.
Transportation Planning Manager, Logistics Manager
The Outcome (After)
ML-powered ETAs provide high-confidence arrival predictions. Tracy agents proactively alert on at-risk shipments days before the delivery window closes. Planners can reroute or accelerate standard shipments rather than creating new premium shipments, saving the cost delta.
FourKites combines ML-powered ETAs trained on the industry's largest carrier network with autonomous carrier follow-up agents, providing both the prediction accuracy and the execution capability to prevent premium freight before it's booked.
Tracy
How it works
By providing high-confidence ETAs and proactive exception management, FourKites eliminates the uncertainty that drives defensive premium freight decisions, allowing planners to intervene on existing shipments rather than creating new expensive ones.
- Lane-level transit time predictions
- Carrier performance data
This intelligence exists because the Graph aggregates behavior across 882 enterprise shippers, 10,164 carriers, and 3.6 million facilities over 11 years. No single company's data could produce it.
FourKites combines ML-powered ETAs trained on the industry's largest carrier network with autonomous carrier follow-up agents, providing both the prediction accuracy and the execution capability to prevent premium freight before it's booked. The intelligence layer is what makes the difference. Building the basic capability is straightforward. Building it on top of 11 years of cross-company supply chain intelligence, with continuous learning from 2.5 million agent actions per month, is what took a decade and cannot be replicated with software alone.
Shipment Twin, Order Twin
Tracy executes the workflow. Every action recorded with full decision trace.
Cross-company intelligence powering every decision
- FourSight AI: "How much did we spend on expedited freight this month?"
- Custom Insights: Premium freight dashboards
Inventory Optimization Transformation
- Stock-Out-Driven Priority Routing
- Inventory-Aware Inbound Orchestration
- AI-Powered STO Rebalancing
- Network Inventory Re-Balancing
- Alternative Sourcing Cost Avoidance
Validation
Deployment Evidence
Expected Impact Range
Related outcomes
Every supplier document processed and linked to orders automatically. Zero manual data entry. For supplier-managed shipments, FourKites creates shipments and updates orders directly from these documents, eliminating manual shipment creation entirely.
Your logistics team never makes another carrier check call. Every exception resolved before it impacts delivery.
New suppliers live on the platform in days, not weeks. No IT projects required. FourKites onboards suppliers by leveraging documents and the underlying carriers already connected through our existing 500K+ carrier network.
One billion hours of operational work completed by AI agents over the next decade.
