Technical deep-dives into document vision algorithms, multi-tier table geometry, automated ephemeral file deletion, and domain AI agents.
Featured Dispatch • Engineering
October 8, 2026
6 min read
Why Traditional OCR Breaks on Financial Balance Sheets (And How Vision AI Fixes It)
Legacy OCR tools flatten multi-tier financial ledgers into scrambled text. Here is how our computational geometry model detects cell boundaries, nested headers, and formula hierarchies.
Legacy OCR tools flatten multi-tier financial ledgers into scrambled text. Here is how our computational geometry model detects cell boundaries, nested headers, and formula hierarchies.
Why commercial asset managers are replacing manual lease abstraction with deterministic AI agents that parse complex CAM caps and CPI escalation indices.
An in-depth explanation of why traditional optical character recognition scrambles tables, merged cells, and multi-column documents, and what to verify after converting documents into spreadsheets.