Regression Testing Frameworks for Document Extraction Accuracy
A ground-truth corpus and field-level testing catch extraction drift before customers do.
Marcus Tully
Contributing Editor
Marcus Tully
Marcus worked as a process engineer in financial services and healthcare administration before joining the editorial world, giving him firsthand exposure to the workflows most ripe for redesign. He specializes in end-to-end process mapping and the architectural decisions that determine whether automation projects succeed or stall.
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Migrating Zonal OCR Configurations to AI Extraction APIs
AI extraction APIs require rewriting validation and exception handling downstream.
Marcus Tully
Parallel-Run Validation Strategy for OCR Migration
Running both systems in parallel catches migration risks before they cost you thousands per minute.
Marcus Tully