Home · Agentic solutions · Digital CMR and POD: from photo to settlement
Case study · Operations · FinanceThe paper rides in the cab. The data is already home.
Digital CMR and POD: from photo to settlement
The driver photographs the document at unloading. UiPath IXP reads it — stamps, scribbles and all — a robot matches it to the order in the TMS, and the freight invoice goes out the same day.
Executive summary
Transport documents take weeks to reach the office; invoicing and settlements stall.
A photo from the cab → IXP reads it → a robot matches it to the TMS order and validates completeness.
Invoicing on the day of delivery, lower DSO, proof of delivery on demand.
The driver app, the TMS, the accounting system; UiPath IXP + robots.
A carrier and forwarder, 400 vehicles
9,000 CMR and POD documents a month. Drivers bring the paperwork in every week or two; the office retypes data, matches documents to TMS orders, scans and files.
A freight invoice cannot go out without proof of delivery. So the company's cash rides around Europe in binders — and a client asking for delivery proof waits for a scan.
The current reality
- HumanThe driver carries CMRs in the cab for weeks
- WaitingNo invoice without the POD — DSO climbs
- HumanThe office manually matches documents to TMS orders
- HumanRetyping, scanning, filing in binders
- Error riskA lost or illegible CMR = a dispute and no payment
- WaitingThe driver's settlement waits for complete paperwork
The hidden cost of the current process
Between unloading and invoicing lies a week that costs money.
- 600 office hours a month spent retyping and matching documents.
- Invoicing delayed 1–2 weeks is working capital frozen on the road — again every month.
- “We delivered / you did not” disputes drag on without quick proof.
The cost of doing nothing
Manual work is an operational tax: the automation investment is finite, the manual cost is paid again every month.
The process after automation
- AutomationThe driver photographs the CMR in the app at unloading
- AutomationIXP reads the document — stamps and handwriting included
- AutomationA robot matches it to the TMS order and checks completeness
- HumanGaps and mismatches: one dispatcher decision on Teams
- AutomationThe invoice goes out the same day; the POD is available to the client
What the automation handles
- Reading and validating documents 24/7 (IXP)
- Matching to orders and completeness checks in the TMS
- Preparing the invoice and driver-settlement pack
When a human decides
- Mismatches, damage and remarks on the document
- Disputes with clients and subcontracted carriers
- Exceptions beyond the completeness rules
Before
After
Value model — example assumptions
Business benefits
- Cash returns sooner: the invoice leaves on unloading day, not when the binder returns
- Driver settlements without paper piles — fewer disputes, calmer drivers
- The full evidence set in a second for any claim
- The office absorbs a bigger fleet without headcount growth
Board-level KPIs affected
What management gains
- A daily picture: delivered, invoiced, pending
- Fewer delivery disputes — the proof is in the system, not the cab
- Predictable cash flow instead of invoice waves after driver returns
Estimate it for your organisation
An illustrative estimate based on your inputs. A model of released capacity — not a savings promise.
Systems in this scenario
Inputs
- Aplikacja kierowcy (zdjęcie)
- E-mail od kontrahentów
- Skany z terminali
Mientha agentic layer
- UiPath Agent Builder
- UiPath robots
- Maestro™ · Action Center
Core systems
- TMS
- System FK
- Portal klienta
Human approval: Teams / Action Center
What we deliver
- A document-sample analysis: quality, languages, formats
- An IXP model trained on your CMRs and PODs
- Robots matching documents to orders in the TMS
- An exception route for dispatchers on Teams
- A pilot on one branch or lane
- Extraction-quality monitoring and a weekly report
What we need to start
- 50–100 sample CMRs/PODs — hard ones welcome
- TMS access in a test environment
- The completeness rules required for invoicing
- A process owner on the operations side
Implementation roadmap
Discovery
We map the process, data and exceptions with process owners.
Design
Target flow, business rules, approval thresholds.
Build
Agents, robots and integrations in your environment.
Validate
Tests on real cases, exception handling.
Go-live
Controlled rollout with human oversight.
Optimise
Monitoring, reporting and continuous improvement.
Typical duration depends on systems and rules — a single process is usually weeks, not quarters.
Risk and controls
Autonomy under control
- Below the confidence threshold → a human always verifies
- The robot admits no invoice without your completeness rules met
- Originals archived — nothing is lost along the way
- A full decision trail on every shipment
Why now
- Every week of invoicing delay is working capital frozen on the road
- Rate pressure: a cost edge is easier built in the back office than on fuel
- It is the foundation for streamlined driver settlement — our transport product
Why this matters to:
DSO falls; cash flow stops depending on driver returns.
Dispatchers manage exceptions, not paper.
The fleet can grow without a swelling office.
Questions we usually hear
They do — because their prompt settlement depends on that photo. The app guides them step by step, and the paper original still reaches the archive.
That is why we train IXP on your documents, not on templates. Below the confidence threshold a case goes to a human — and extraction quality grows week by week.
OCR reads characters. Here the document is understood, matched to the order, validated and closed in the TMS. That is the difference between a scan and a settlement.
When this may not be the right solution
- A few hundred documents a month — scanning discipline will do
- Clients require paper originals only, without exception
- No TMS at all — operational basics first, automation second
A question for your next board meeting
How much of your company's cash is riding around Europe in truck cabs today?
How many days pass between unloading and invoicing at your company?
Send 5 sample CMRs — we will show extraction on your documents, not on slides.
Send us 5 sample CMRs