Why ABBYY FlexiCapture Falls Short When Document Volumes and Formats Stop Being Predictable
Its rigid, template-first architecture breaks when document formats become unpredictable.
Priya Subramaniam
Section
OCR Replacement
9 stories in OCR Replacement.
Rules Engine Debt in Document Extraction Pipelines
Silent failures hide downstream until someone else's incident reveals the damage done.
Desmond Achebe
Cross-Page Entity Resolution in Multi-Page Contracts and Legal Documents
Priya Subramaniam
Regression Testing Frameworks for Document Extraction Accuracy
A ground-truth corpus and field-level testing catch extraction drift before customers do.
Marcus Tully
Migrating Zonal OCR Configurations to AI Extraction APIs
AI extraction APIs require rewriting validation and exception handling downstream.
Marcus Tully
Vision-Language Models vs Traditional OCR in Enterprise Pipelines
Enterprises should combine both tools based on document complexity and speed requirements.
Priya Subramaniam
Cutover Risk Management When Retiring Legacy OCR
Phase the cutover in stages to catch regressions before production reaches them.
Priya Subramaniam
Parallel-Run Validation Strategy for OCR Migration
Running both systems live catches migration failures before users see extracted data errors.
Marcus Tully
Template-Based OCR Failure Modes in Production
Position-based extraction fails silently when document layouts shift.
Priya Subramaniam