How do you integrate with our TMS / WMS?

Published APIs where they exist, direct DB reads when they don't, EDI parsing for the older corners. We've worked with McLeod, Trimble, Cargobase, Project44, and a handful of bespoke systems.

Can the AI book carriers on its own?

Not in v1. We build to recommend + log + auto-fill — humans approve every booking until trust is earned. By v2 some clients open up scoped auto-booking for known carriers and lanes only.

Industry

AI for Logistics

Routing, exception handling, and document automation for the supply chain.

Logistics is a flow business — moving things, moving paper, moving money. Every flow has exceptions, and exceptions eat margin. We build AI for the exception layer: route optimization with constraints, document automation, freight booking, exception resolution.

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Common problems we solve

Document mountains — BOLs, customs, invoices, PODs — eat ops time
Exception handling (delays, damage, mis-routing) burns customer-success hours
Quoting and booking is manual; competitors are automating
Carrier and lane optimization is rule-based when it should be learned
Track-and-trace inquiries from shippers are the #1 inbound load

Sample builds for Logistics

AI Agents & Automation
Document automation pipeline
Extract structured data from BOLs, customs forms, invoices. Validate against TMS records. Exception-only review.
AI Agents & Automation
Exception-resolution agent
Detects shipment exceptions, drafts customer comms, suggests carrier next-action, opens tickets with full context.
Custom AI Apps & Chatbots
Track-and-trace chatbot
Shipper-facing assistant answering 'where's my shipment' with up-to-the-minute TMS data. Deflects 80%+ of inbound calls.
Data & Intelligence
Lane / carrier optimizer
ML over historical lanes, carrier performance, and constraints. Surfaces booking suggestions with explainable scoring.

Why teams pick us for Logistics

We've integrated with the TMS landscape — McLeod, Trimble, Cargobase, Project44, custom
Edge-deployable when on-prem is non-negotiable
We design for exception-first ops — happy path is easy; exceptions are where the wins are

FAQ

How do you integrate with our TMS / WMS?
Published APIs where they exist, direct DB reads when they don't, EDI parsing for the older corners. We've worked with McLeod, Trimble, Cargobase, Project44, and a handful of bespoke systems.
Can the AI book carriers on its own?
Not in v1. We build to recommend + log + auto-fill — humans approve every booking until trust is earned. By v2 some clients open up scoped auto-booking for known carriers and lanes only.