German Invoice Extraction with OCR + Layout Models

Turn German invoices into structured, validation-ready data using OCR, layout-aware extraction, and API-friendly outputs.

Categories

Tech Used

Problem

Finance and operations teams receive invoices in many layouts and scan qualities, making manual field extraction slow, inconsistent, and difficult to automate.

Approach

• Built a robust OCR pipeline to capture invoice text across varied document quality
• Combined layout-aware document modeling with field-level post-processing for structured extraction
• Added validation logic and export-ready outputs for downstream systems and review workflows

Results

• Reliable extraction workflow for key invoice fields across changing layouts
• Cleaner structured data for finance automation, dashboards, and human review