AI document processing for freight
Automated reading of transport orders, CMR notes, delivery confirmations and customs documents, extracting references, addresses, weights and dates, and linking each document to the right shipment record.
Logistics runs on documents and exceptions. Transport orders, CMR notes, customs declarations, proofs of delivery and carrier invoices move between shippers, forwarders, drivers and authorities, often by email and paper. Systems can capture this flow digitally, and AI is worth deploying where reading and matching documents consumes most of the working day.
What this kind of automation can achieve
The challenges
CMR notes, delivery confirmations and customs paperwork arrive as scans and phone photos, sometimes days after delivery. Invoicing waits for them, disputes take weeks to resolve, and archived documents are difficult to find again.
Customer orders arrive by email in free text, spreadsheets or portal exports. Dispatchers retype addresses, dates, weights and reference numbers into the transport system, which slows response and introduces errors that surface at loading.
Customers call dispatchers to ask where their shipment is. Dispatchers call drivers or check carrier portals one by one. The information exists, but nobody can see it in one place, so status updates cost hours of phone time.
Subcontractor invoices must be matched against agreed rates, actual routes, waiting times and surcharges. Done manually across hundreds of shipments, discrepancies either go unnoticed or take longer to dispute than they are worth.
What can be built
Automated reading of transport orders, CMR notes, delivery confirmations and customs documents, extracting references, addresses, weights and dates, and linking each document to the right shipment record.
Customer-facing portals and notifications showing shipment status, estimated arrival, proof of delivery and documents, so routine status inquiries are answered without a dispatcher picking up the phone.
Planning applications built around your constraints: vehicle types, driving time rules, loading windows, ADR restrictions and depot locations, supporting dispatchers rather than replacing their judgment.
Simple mobile tools for drivers to confirm loading and delivery, capture signatures and photos, report delays and upload documents immediately, so the office sees events as they happen.
Automated matching of subcontractor invoices against agreed rates and executed shipments, flagging deviations in surcharges, waiting time and distance for review before payment is released.
Savings potential
These are model estimates of what this kind of automation can do — not measured results from our own projects. We recalculate them on your real volumes and systems before anyone commits to anything.
Contact
Tell us about your project, the bottleneck in your processes, or the legacy system you've outgrown. We're available 24/7 and we reply to messages promptly — with concrete next steps, no obligation and no sales theater.
info@durfinasystems.com +421 918 513 248
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