Logistics firms use AI agents to plan routes, book carriers, prepare customs declarations and allocate warehouse work, often through subcontractors. Article 4 of the EU AI Act requires them to take measures so staff and others acting for them have sufficient AI literacy. That literacy must reach the night dispatcher and the subcontracted carrier as well as head office.
What does Article 4 ask of a logistics firm?
Article 4 applies to every provider and deployer of AI systems. In substance, they must take measures to ensure, to their best extent, a sufficient level of AI literacy among staff and other persons dealing with the operation and use of AI systems on their behalf, taking into account their knowledge, experience, education and training, the context of use, and the people the systems are used on.
AI literacy means the skills, knowledge and understanding to use AI systems in an informed way and to understand their opportunities, risks and possible harms. In logistics, "the people the systems are used on" includes drivers and warehouse workers as much as customers. The broader treatment of agents that take actions under the Act is in the EU AI Act and agents that act.
One logistics use is high-risk: agents that allocate tasks based on individual workers' behaviour or traits, or monitor and evaluate their performance. Pick-rate targets, route allocation by driver performance and productivity flags can all fall within it, bringing Articles 14 and 26.
Who does it cover?
- Dispatchers and transport planners working with routing and carrier booking agents.
- Warehouse supervisors overseeing allocation and slotting agents.
- Customs and trade compliance staff reviewing agent-prepared declarations.
- Customer service teams answering delivery queries with agents.
- Subcontracted carriers and agency warehouse staff acting on the firm's behalf and using its apps or agents.
- Operations directors accountable for safety, service and compliance.
Who needs literacy under the Act in general is covered in who needs AI literacy under the EU AI Act.
What does literacy mean when logistics agents act?
Logistics agents act on physical operations, where mistakes show up as missed slots, empty trucks, held shipments and tired drivers.
Dispatch and planning. A governed routing agent might read orders, traffic and vehicle data at depth 1, propose plans at depth 2, and book routine carrier slots within agreed rates at depth 3. Bookings above rate limits, changes to hazardous loads and anything affecting driving time are held for a dispatcher. Dispatchers need to read the provenance of the data behind a plan: the firm's own telematics are sealed, a carrier's confirmation is signed, a customer's requested time is declared, and a third-party traffic feed is external. A plan built on stale external data can look perfect and fail on the road.
Customs. An agent drafting declarations can save hours, but classification and valuation errors carry penalties. Customs staff must check the agent's classification against the goods, and know that an emailed commercial invoice is external and cannot on its own justify a declared value.
Warehouse allocation. Supervisors need to understand what the allocation agent measures and what it cannot see, such as a blocked aisle or a worker with a temporary injury, and to override unfair or unsafe allocations. For performance-based allocation, that literacy becomes the competence Article 26 requires.
Payments to carriers. Carrier bank detail changes arriving by email are a common fraud. An external claim cannot authorise a payment, and finance staff must know why a held payment shows that change as a red flag.
Lapses. An agent's certificate lapses after 90 days, and a run that clears no depth drops it to depth 1 the same day. Overnight, that means a dispatcher planning manually. Night shifts must be trained for it.
The sector's own literacy questions are covered in what AI literacy means for logistics companies using AI agents.
How does a logistics firm meet Article 4?
| Requirement | Control | Evidence it leaves |
|---|---|---|
| Sufficient literacy for staff | Core module plus role modules for dispatch, warehouse, customs and service | Records by role, site and shift |
| Subcontractors and agency staff | Induction required before app or agent access | Induction records linked to access |
| Fitted to workers affected | Supervisors trained on what allocation agents measure and miss | Assessment results; override records |
| Awareness of risks and harms | Modules on stale data, invoice fraud and customs errors | Assessment results |
| Night and weekend shifts covered | Training scheduled for all shifts, not office hours only | Completion by shift |
| Kept current | Briefings at agent recertification or rule changes | Briefing records |
What will a regulator ask?
Market surveillance authorities, labour inspectorates, customs authorities and data protection authorities may each ask: how are subcontracted carriers and agency staff trained? How do supervisors review allocation decisions? Who checks agent-prepared declarations? What happens on a night shift when an agent drops to depth 1? Were workers' representatives informed about performance-based allocation?
What does Article 4 not cover?
It does not set transport, customs or employment rules. It does not replace Articles 14 and 26 for high-risk workforce agents. It does not prescribe course content or credentials. Comparisons are in Article 4 in e-commerce and in banking.
This is an explanation of the rules, not legal advice; confirm how they apply to you with counsel.
Where the Academy fits
Pryme Intelligence Academy's lessons can be read or listened to as audio, which suits dispatchers and supervisors on shifts. Module tests are set in the learner's own industry and role, so a warehouse supervisor is tested on allocation decisions rather than office examples. The levels are set out in AI literacy and certification for people who work with agents.
Questions people ask
Are subcontracted drivers covered by the firm's Article 4 duty?
If they use the firm's AI systems, such as a routing app, on its behalf, the firm must take measures for their literacy. Contracts with carriers should set expectations.
Is a route optimisation agent high-risk?
Planning routes for vehicles is not in itself a high-risk use. If routes are allocated to individual drivers based on their performance or behaviour, the workforce category may apply.
How short can logistics AI training be?
Short enough to fit a shift handover, as long as it covers what the agent may do, what a held action means and who to call. Supervisors need more.