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🚚 Logistics & Supply Chain

Ten Thousand Invoices a Month.
None of Them Should Be Touched by Hand.

Logistics runs on documents: invoices, bills of lading, proof of delivery, rate sheets. Every one processed by hand is a cost. We automate them at 99% accuracy, straight into your ERP.

€10–20
Cost per manually processed invoice
(Ardent Partners research; includes labour, errors, rework)
99%
Extraction accuracy from our
logistics document pipeline
~7 wks
Payback period on our
invoice automation project

Where Logistics Operations Haemorrhage Time

These aren't abstract problems. They're the Monday morning reality for most logistics and supply chain teams.

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Invoice Data Entry at Scale

Carrier invoices, supplier invoices, freight bills — every one a different layout, field name, and currency. At 10,000+ a month, keying them in by hand is a full-time job.

12% Error Rate and the Rework Behind It

The real cost isn't the typo — it's the fallout: payment disputes, duplicate payments, reconciliation time. A 12% rework rate on 10,000 invoices is 1,200 fixes, every month.

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Routing Delays That Cost Relationships

A document sitting unopened in an inbox costs you: late payments, missed carrier deadlines, disputes that escalate because nobody caught the discrepancy for three days.

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No Visibility Until It's a Problem

Email-driven document flows give you no live view. You learn something went wrong when a vendor chases you, not when the document arrived.

Inside the Logistics Build

A real project. The numbers below are from it.

Document Automation · Logistics

From 40 Hours of Data Entry to Zero

Three people keying 10,000+ invoices a month into the ERP: 40 hours a week, a 12% error rate, and a growing backlog. Two earlier automation attempts had failed on the sheer variety of formats. We built one that handles that variety instead of fighting it.

Before Manual entry Spreadsheet Email routing 3 days / 12% errors
After Invoice in AI classify & extract Auto-route to ERP Minutes / 99% accuracy
Annual savings
€155K
Error rate
12% → <1%
Manual processing
85% eliminated

3 FTEs redirected to vendor negotiations (est. €135K loaded salary) + error remediation eliminated (est. €20K/yr). Payback: ~7 weeks.

See this and 8 more case studies →

What a Production Logistics Pipeline Actually Looks Like

Not a demo. A system that handles your actual document formats — including the ones that don't follow any template.

Multi-format document ingestion

Accepts documents from email, carrier feeds, and manual uploads — every channel you already use — into one pipeline. You don't have to standardise anything first.

Layout-agnostic extraction

It reads invoice variants from 50+ carriers without being retrained for each one — even the ones that follow no fixed template.

Business rule validation before ERP write

Every record passes your checks — VAT numbers, PO matching, rate verification, duplicates — before it reaches the ERP. Anything uncertain goes to a person, not into your books.

Native ERP / accounting system integration

Connects directly to SAP, Oracle NetSuite, Microsoft Dynamics, AFAS, or your accounting system. Not a CSV export — a live write, confirmed, with errors caught.

The Logistics Tech Stack, in Plain Terms

Azure Document Intelligence
Reads the text off every document
GPT-4o
Makes sense of any layout
Python / FastAPI
Runs the pipeline end to end
PostgreSQL
Stores the data and the audit log
Celery + Redis
Scales to high volume
ERP API (SAP / NetSuite / Dynamics)
Writes straight into your system

How many invoices does your team process manually?

Tell us your volume and your ERP. We'll tell you honestly what a pipeline would look like and what it would cost.

Scope my invoice pipeline