Customer Fulfillment

Automated Return Freight Detection

FourKites automatically applies a persistent return tag whenever a carrier sends a return event code. The tag is filterable in the shipment list, included in data exports, and available in callback payloads.
Tracy
Primary Agent
Tracy
Shipment Twin
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Automated Return Freight Detection

What we deliver

The Problem (Before)

LTL and Parcel operations teams cannot identify returned, refused, or shipper-redirected loads without manually scanning individual milestone timelines, creating blind spots in exception management and reverse logistics planning.

Who feels this:

Logistics Operations Manager, Reverse Logistics Coordinator

The Outcome (After)

FourKites automatically applies a persistent return tag whenever a carrier sends a return event code. The tag is filterable in the shipment list, included in data exports, and available in callback payloads.

What makes this different:

FourKites is the only visibility platform that applies closed-loop return tagging directly from carrier event codes with real-time filtering, export, and callback support.

Tracy
Primary Agent

Tracy

Monitors every shipment. Detects delays before they escalate. Contacts carriers automatically. Updates stakeholders. The agent that never sleeps on your freight.
75%
autonomous resolution
4,000+
calls eliminated/month

How it works

The building blocks behind this outcome.
What Happens

Turn returned freight events into actionable, filterable intelligence that closes the exception management loop.

The Intelligence Behind It

Return event frequency by carrier, route, and timeframe

Return rate as a quality signal in carrier scorecards

This intelligence exists because the Graph aggregates behavior across 882 enterprise shippers, 10,164 carriers, and 3.6 million facilities over 11 years.

Why This Cannot Be Replicated

FourKites is the only visibility platform that applies closed-loop return tagging directly from carrier event codes with real-time filtering, export, and callback support. The intelligence layer is what creates the gap. The basic capability is buildable. 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 cannot be replicated with software alone.

Digital Twins

Shipment Twin

Loft

Tracy executes the workflow. Every action recorded with full decision trace.

FourKites Graph

Cross-company intelligence powering every decision

FourSight AI

FourSight AI: "Which carrier has the highest return-to-shipper rate this quarter?"; Custom Insights: Reverse logistics exposure dashboards

Customer Experience Transformation

Automated Return Freight Detection is one outcome in a broader transformation of your customer-facing operations. When deployed alongside these outcomes, your customer service shifts from reactive firefighting to proactive communication. Cassie handles inquiries and notifications. Tracy resolves the carrier exceptions behind the delays. The Order Twin traces every commitment to the shipments fulfilling it.
  • OTIF Revenue Protection
  • Automated Retailer Penalty Dispute
  • Curated Customer Experience & Resolution
  • Branded Customer Shipment Tracking Portal
  • Delivery-First Multi-Modal Tracking

Validation

Deployment Evidence

Live in enterprise production, automatically flagging returned loads that teams previously had no reliable way to identify.

Expected Impact Range

Returned loads identified and actioned far faster, so they no longer slip through unnoticed and delay resolution.

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Inbound-to-outbound cross-dock flow coordinated end-to-end. Zero manual handoffs.

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One billion hours of operational work completed by AI agents over the next decade.

The supply chains that adopt autonomous execution in the next 24 months will define the competitive standard for the next decade. The ones that do not will spend that decade trying to catch up.
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