Why logistics and freight companies look at ai reporting.
Planners and operations managers in logistics live on exceptions: the truck that waited three hours at a DC, the lane that lost money last month, the 40 deliveries without a signed CMR or POD that block invoicing.
The data exists in the TMS, the time-slot platform and the accounting package, but combining it is a weekly spreadsheet job. By the time the margin report is ready, the same loss-making lane has run another ten times.
What the agent does, step by step.
Shipments, statuses, timestamps and costs from the TMS and booking platforms.
Subcontractor invoices and fuel surcharges matched to the shipments they belong to.
Missing PODs, late statuses and waiting time above your threshold flagged.
Five sentences: on-time %, worst lanes, top waiting locations, invoicing blockers.
A message to the planner when a customer's on-time rate drops below your line.
Systems it works with.
Every TMS exports differently; the Blueprint checks whether yours has an API or only scheduled exports.
Where a human decides.
Reports inform pricing and subcontractor talks, so traceability matters more than polish.
How you know it works.
Measure: hours spent building the weekly report before and after, days from delivery to invoice, and number of shipments invoiced late because of missing PODs.
Example with assumed numbers: an operations manager spends 6 hours a week assembling performance and margin figures. Automating that frees about 25 hours a month; finding one loss-making lane a quarter earlier may matter more, and the Blueprint sets which target counts.
The example uses assumed numbers to show the method. It is not a client result or a promise.
What it costs.
All prices excl. VAT. The fixed quote comes from the AI Blueprint.
When this is not the right build.
If your TMS already has a good BI module that your team actually reads, add the written summary and alerts on top instead of rebuilding the reports.
Common questions.
Can it read scanned CMRs?
It can check whether a POD or CMR document exists for each shipment and read key fields from clear scans. Disputed or unreadable documents are flagged for a person.
Do we need to change TMS?
No. The report reads from what you have. If the TMS has no API, we work from scheduled exports.
Want this in your business?
Tell us how you work today. We'll tell you honestly what AI can take off your team's plate, what it costs, and whether we are the right fit.