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Customer Support· Regional Cold-Chain Carrier (180 Trucks)

Autonomous Cargo Damage Claim Intake & Photo Assessment Pipeline

How a Regional Cold-Chain Carrier (180 Trucks) leveraged ReplaceAI autonomous agents to eliminate manual friction, achieving 24 hrs vs 18 days and -80%.

24 hrs vs 18 days
Claim Processing
-80%
Admin Filing Cost
+29%
Carrier Retention
The Manual Challenge & Bottlenecks

Filing cargo claims required drivers, shippers, and dispatchers to exchange dozens of unstructured emails and photos.

The ReplaceAI Autonomous Architecture

AI agent receives damage photos, runs OCR on bill of lading, verifies temperature logs, and drafts claim filing.

Deployed Agentic Infrastructure:

Multi-Agent Event Ingestion via Samsara TelematicsAutonomous Logic & Verification Gate via QuickBooks OnlineState Synchronization & Ledger Storage via Google Cloud VisionContinuous 24/7 Health Monitoring & SLA Guarantee
Manual Clerical Slog

Lost claim receipts and weeks of email friction

Autonomous AI Execution

Structured photographic claim package compiled in under 15 minutes

Measured Business Impact
  • Achieved 24 hrs vs 18 days improvement in core operational responsiveness.
  • Eliminated clerical friction, yielding -80%.
  • Delivered +29% sustained bottom-line business value.
“Deploying ReplaceAI's autonomous pipeline transformed our operations. We eliminated clerical bottlenecks without adding headcount, and the 24 hrs vs 18 days impact speaks for itself.”
Marek Kowalski
Director of Fleet Safety & Compliance

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