Document and invoice data extraction that feeds your ERP directly
Language models read incoming invoices, orders and forms — in any layout — and turn them into validated, structured records. Nobody retypes numbers.
The problem
Every day, invoices and order confirmations arrive as PDFs and scans in a dozen layouts. Someone opens each one and types amounts, dates and positions into the ERP. It is slow, mind-numbing and the typos surface weeks later in accounting.
What we build
- Layout-independent extraction — LLM-based reading handles new supplier formats without per-template configuration.
- Validation rules — totals must add up, VAT rates must match, order numbers must exist in your system — violations get flagged, not imported.
- Human-in-the-loop review — low-confidence fields are routed to a person; everything else flows straight through.
- Direct ERP integration — structured output lands in your ERP or accounting export (e.g. DATEV) via API or import files.
- Full audit trail — every extracted value stays linked to the pixel region it came from.
How it works
Document sample analysis
You give us a few hundred representative documents; we measure baseline extraction accuracy per field.
Prototype with your validation rules
In 2–4 weeks you review live extractions of your real document stream in a simple approval UI.
Accuracy tuning
We tune prompts, add rules and set the confidence threshold that decides what needs human review.
Integration & operations
Connection to mailbox/scanner and ERP, monitoring, and monthly accuracy reports.
Specifications
| Typical stack | vision-capable LLM, OCR fallback, rule engine, n8n or custom pipeline |
|---|---|
| Hosting | EU cloud or on-premise |
| Integrates with | ERP systems, DATEV export, accounting software, mailboxes, scanners |
| Prototype timeline | 2–4 weeks |
Frequently asked questions
How accurate is it?
That depends on your documents, which is why we measure it on your real sample before you commit. The design goal is not 100% automation but a reliable split: clean documents flow through, uncertain fields go to a person.
Do we have to change our ERP?
No. We integrate through the interfaces your system already offers — APIs, import formats or file drops. The extraction layer sits in front of it.
Is this GDPR-compliant with supplier and customer data?
Yes. Processing runs on EU infrastructure or on-premise, with data-processing agreements in place and no training use of your documents.
Get a free 30-minute AI audit
We look at your processes, name the use case with the fastest payback and tell you honestly if AI is not the right tool. No slides, no obligation.
Or write directly: hello@olten.ai