How long until we're in production?

Pilot in weeks, not quarters. We connect your systems, build the digital twin on historical data, and go live on one pilot hub or region. First measurable results land within the first weeks of go-live.

What happens if an agent makes a mistake?

Every agent works within approval thresholds you set. Anything beyond them is escalated to a human planner before action. Every decision is logged and replayable with a full audit trail.

Where does Cargoful run, and how is GDPR handled?

EU-hosted infrastructure, isolated per tenant. EU data residency, DPAs ready to co-sign, right-to-delete and portability native.

Does Cargoful replace our TMS or ERP?

No. Cargoful plugs into the systems you already run – SAP, WMS, ERP, telematics – via API, SFTP, or direct DB sync, adding the planning, execution, and control layer.

Can we start with a single module?

Yes. Every layer and application works on its own. Start with one and add more when you want: they share the same digital twin.

Is Cargoful replacing planners?

No. Agents absorb the operational load; planners move to decisions that need judgment: network design, negotiation, hard exceptions.

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