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Reading Accounting Documents (Trial Balance & Balance Sheet) with 100% Accuracy with FinSpread
DVision Yapay Zeka Ekibi•April 2, 2026
## Why is Reading the Trial Balance So Difficult?
Trial Balance or Balance Sheet tables in PDF format filtered from ERP or independent audit systems (Logo, SAP, Mikro) are the most difficult materials to digitize.
Classic OCR (Optical Character Recognition) and RPA (Robotic Process Automation) tools depend on a horizontal "Line" algorithm. When there is a slight shift in a line of the document, the "Debit" number and the "Credit" number merge or move to the next line. You can imagine what might happen if a zero is displaced in the audit of a multimillion-dollar company.
### FinSpread and Modern Artificial Intelligence
**FinSpread** is an artificial intelligence model developed within DVision Technology and trained specifically for "Relational Finance Documents".
* **Anchor Logic:** Captures critical keys in the document, such as "Account Code".
* **RayCasting Logic:** It semantically stitches together the dispersed arrangement of columns (Bounding Box Chaos) by casting invisible virtual lines to the right and down from this anchor.
* **Output:** From a messy PDF balance sheet; A gleaming, relational database (SQL) table.
Thanks to this Artificial Intelligence-based engine, thousands of documents are transferred to your corporate Data Warehouse (DWH) without requiring any manual approval and are processed via PowerBI.It will be sent to your C-Level managers' mobile phones as a real-time report.
Tags
FinSpreadOCRBilançoMizan OkumaYapay Zeka
