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Industry 03
Logistics & Supply Chain
Agents and models that quietly run the coordination work — routing, exception handling, doc parsing — while ops teams focus on the calls only humans should make.
Who this is for
3PLs, freight brokers, shippers, and in-house supply-chain teams.
The problem we see
Freight, 3PL, and supply-chain teams live inside email threads, spreadsheets, and ten disconnected systems. Most delays are coordination failures, not physical ones.
Where we build
- Shipment exception detection and routing across carriers and modes
- Automated bill-of-lading, invoice, and customs document parsing
- Demand and ETA forecasting tuned on your historical ops data
- Ops copilots that draft carrier updates and customer comms
Outcomes teams see
- — Fewer missed SLAs from exceptions caught late
- — Ops teams handle more freight per person without more headcount
- — Cleaner, structured shipment data flowing into finance and analytics
Next
Downstream of supply chain, retail teams face the same coordination and unstructured-data pressure.
Retail & E-commerce →