Product

Wicoda Numeris

Our own accounting package: receipts and invoices are read, recognised and pre-booked, so the user only has to review them.

Client
Wicoda (in-house product)
Year
2025
Type
Product
Cover image for case Wicoda Numeris
~95% Invoice lines recognised correctly
3x Faster processing of a purchase batch
100% Operable by keyboard

The challenge

  • Documents differ widely in quality, language and layout.
  • A wrong entry costs more than no entry at all — trust is essential.
  • Bookkeepers work with keyboard shortcuts, not with the mouse.

Our approach

  • An OCR pipeline with normalisation and extraction rules learned per supplier.
  • Every suggested entry gets a confidence score; below the threshold it goes to review.
  • Full keyboard operation with a command palette throughout the application.

Technology

  • Blazor
  • .NET 9
  • OCR
  • AI
  • EF Core
  • MudBlazor

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