In logistics, the exception is the norm: delayed shipments, wrong addresses, deviating freight invoices, missing commercial invoices for customs. Dispatchers spend much of their time chasing and reconciling. Agents monitor, resolve and prepare; responsibility for customs declarations stays with people.
Industry 07/103 example agentsAutonomy level L3–L4
Example agents
Three agents that take over work here
Examples from typical workflows, not client references. Which agents pay off for you is shown by assessing your own processes.
01
The shipment exception agent
Dispatch · customer service
Monitors shipments for delays and delivery problems, resolves address errors with the recipient, rebooks delivery slots, informs customers proactively and opens damage cases with photos and waybill.
Notifications and rebooking at L4; damage cases and costly reroutes at L3.
Systems
TMSTrack & TraceCarrier portals · APIsCRM · email
Guardrails
Extra costs only up to the approval limit, no liability commitments, customer communication labelled as AI.
Human in the loop
Dispatchers decide on costly reroutes and damage settlement.
What to measure
Exceptions per 1,000 shipments · time to customer notice · status enquiries
02
The freight audit agent
Finance · freight settlement
Checks carrier invoices against rates, shipment data and surcharge rules, detects duplicate charges and wrong toll or fuel surcharges and releases correct invoices for payment.
Release only within tolerance, no rate changes, disputes only through templates.
Human in the loop
Freight settlement resolves disputes with the carrier.
What to measure
Audit coverage · amounts recovered · cycle time per invoice
03
The customs preparation agent
Customs · foreign trade
Collects commercial invoice, packing list and proofs of origin, checks them for completeness and contradictions, proposes commodity codes with reasoning and prepares the customs declaration for the specialist.
Autonomy level
L0
L1
L2
L3
L4
Start L3 · Assisted agents
Preparation at L3; the customs specialist owns declaration and classification.
Systems
Customs softwareERPTARICDMS
Guardrails
No filing of declarations, commodity codes only as proposals with sources, sanctions and embargo screening before every step.
Human in the loop
Customs specialists review, correct and file; they clarify disputed classifications with the authorities.
What to measure
Preparation time per declaration · specialist corrections · authority queries
Framework
What to factor in for this industry
NIS2: Transport and postal and courier services are among the sectors covered. Agents with access to TMS and customer data need their own identity and minimal rights.
Customs: The declarant or their representative remains responsible for declaration and classification. The agent prepares, evidences and flags; it does not file.
Customer contact: The agent's notifications are labelled as AI (Art. 50 AI Act).
Note, not legal advice: whether a specific use falls under these rules is for you and your legal counsel to decide. We provide the technical facts for it, from the agent profile to the audit trail.
