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AI agents
Classify, summarize, draft, route, and safely act on operational email with an autonomy level the team controls.
What this service does
Reduce email-driven freight work with agents that classify, summarize, draft, route, and execute approved actions.
We do not force freight forwarders to replace the systems that run their business. We connect their technology, improve their data, redesign their workflows, and build AI around the realities of freight forwarding.
Who this is for
The problem
Quotes, instructions, document bundles, and exceptions all arrive in the same place, in no particular order, addressed to no particular person. Coordinators spend their day triaging rather than forwarding, and the cost of a missed thread is a missed load.
Shared inboxes triaged by hand, with the same thread read by three people.
Shipment details re-keyed from email into the TMS.
Document bundles checked manually for what is missing.
Exception threads that go quiet because no one owns them.
Response times that vary by who happens to be watching the inbox.
What the service includes
Every inbound thread classified into your taxonomy — quote request, booking instruction, document submission, exception, or routine query — with confidence recorded.
Long threads reduced to what changed and what is outstanding, so whoever picks it up does not read forty messages to find the ask.
Shipment references, lanes, parties, dates, weights, and charges extracted into structured fields, validated against your data before anything downstream uses them.
Document bundles checked against the expected set for that shipment type, with the gaps surfaced to a human rather than silently accepted.
Replies drafted from approved templates and grounded in approved data and SOPs, held for human review until acceptance rates justify moving up the autonomy ladder.
Threads routed to the right owner, tasks created in your systems, and system-write actions executed only through permissioned APIs behind an approval gate.
Freight workflows
The outcome
An inbox that arrives sorted, summarized, and assigned.
The team stops triaging and starts deciding. Autonomy moves one rung at a time — observe, assist, act — and only when the measured acceptance rate for that class of work earns it.
How an engagement works
Inventory the inboxes, agree the taxonomy, and run the agent in read-only mode. Measure classification accuracy and thread volume against a human-labelled baseline before it touches anything.
Turn on summaries, extraction, and drafting with every output held for human review. Track draft acceptance per class to see where the agent is actually trustworthy.
Promote only the classes that have earned it to controlled action — routing, task creation, and approved replies — with permissioned APIs, validation, and an escalation path.
Review misroutes, corrections, and exceptions on a set cadence. Tune the taxonomy and rules, and run the exception runbook when something goes wrong.
What you receive
Reference architecture and boundaries
The exact stack should follow the client's systems, data rights, skills, budget, and operating model. A useful reference architecture separates transaction authority from data, intelligence, action, experience, and governance layers.
Security and human control
How success is measured
We baseline these before the build starts, so the improvement is a measurement rather than an impression.
Classification accuracy
Draft acceptance rate
Response time
Touch reduction per thread
Misroute rate
Automation rate by class
Frequently asked questions
Usually no. The service is designed to connect and extend the systems of record the forwarder already uses.
Start with narrow workflows, explicit permissions, validation, evaluation, human approval, auditability, and a clear rollback or escalation path.
Replace general language with verified client evidence, named systems, measured baselines, and approved proof assets. We do not imply integrations, certifications, or outcomes that have not been confirmed.
Further reading
A practical guide to CargoWise workflow automation for freight forwarders — what to automate first, how to sequence it safely, and the mistakes to avoid.
8 min read11 practical lead generation strategies for independent freight forwarders — referrals, targeted outbound, speed to quote, content, win-backs, and more.
7 min readHow independent freight forwarders win new shippers — referrals, outbound, inbound, and speed to quote — plus the tools that turn pipeline into booked freight.
10 min readSource notes
These references support the industry and technical framing on this page. They do not validate claims about any specific client. Claims about client results, integrations, or compliance posture are published only with verified project evidence.
No commitment to start. We'll look at your systems and workflows, then come back with a fixed-scope plan.