Tier 2 · Supply Chain Terms

Freight Audit

Freight audit is the process of verifying carrier invoices against contracted rates, shipment records, and accessorial charges to identify billing errors, overcharges, and discrepancies before payment.

Why It Matters

Freight audit recovers 2-5% of total freight spend for most shippers. At $50M in annual freight spend, that is $1M-$2.5M in recoverable overcharges. Yet manual audit is labor-intensive and catches only a fraction of errors because the auditor lacks access to the operational data (actual shipment events, dwell times, detention records) needed to validate or dispute charges.

The FourKites Perspective

The FourKites Graph provides the operational evidence that freight audit requires: actual pickup and delivery timestamps (from GPS and geofence events), actual dwell and detention times (from the Facility Twin), and actual transit times versus contracted commitments. When a carrier invoices for 6 hours of detention, the Facility Twin shows whether the truck actually waited 6 hours or 3. Evidence-based audit, not spreadsheet-based audit.

Frequently Asked Questions

What is freight audit?

Freight audit is the process of verifying carrier invoices against contracted rates, shipment records, and accessorial charges to identify billing errors, overcharges, and discrepancies before payment.

How does AI change freight audit management?

AI transforms freight audit from a reactive metric measured after the fact into a proactive capability predicted and optimized in real time. AI agents monitor data continuously, detect anomalies before they become problems, and take autonomous action using network intelligence from the FourKites Graph, which aggregates cross-company patterns from 882 enterprise shippers.

How does FourKites handle freight audit?

The FourKites Graph provides the operational evidence that freight audit requires: actual pickup and delivery timestamps (from GPS and geofence events), actual dwell and detention times (from the Facility Twin), and actual transit times versus contracted commitments. When a carrier invoices for 6 hours of detention, the Facility Twin shows whether the truck actually waited 6 hours or 3. Evidence-based audit, not spreadsheet-based audit.

See how this concept powers autonomous operations.