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Industry 03Logistics

Logistics

Keep status agents correct as carriers change.

The challenge

Shipment teams manage high-volume status requests, document handoffs, carrier follow-ups, and exceptions across disconnected channels.

These agents only help if they stay accurate as inputs change. We test them before every release and monitor them in production.

What the agents do

Shipment status request automation

Automatically identify the shipment referenced in an inbound email, retrieve current status, and draft a structured response for review.

Delivery order and invoice extraction

Parse delivery orders and invoices from PDFs and emails, extract key fields, and push structured data to downstream systems.

Carrier coordination

Trigger and track carrier communication sequences for bookings, confirmations, and delay updates, reducing manual follow-up.

Exception handler

Detect shipment exceptions (delays, missing documents, customs holds) and route each to the right team with full context.

Workflow route

01

Customer email

An inbound status request or query arrives and is captured by the intake agent.

02

Identify shipment

The agent extracts shipment identifiers from the email and matches them against open orders and tracking records.

03

Retrieve status

Current shipment status, carrier updates, and any open exceptions are retrieved from connected systems.

04

Draft response

A structured response is drafted with the current status, expected delivery, and any relevant notes for the customer.

05

Flag exception

If an exception is detected (delay, customs hold, missing document), it is flagged and routed to the exception handler.

06

Human approval

The drafted response and any flagged exceptions are reviewed and approved by an operator before sending.

Case study

Coming soon

Shipment status automation

Client case study coming soon. Details under NDA.

Ready to run logistics agents with proof they work?

Let's review one agent or workflow and agree what to test, protect and measure.

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