Exception Handling

How to staff document review teams when automated pipelines add unpredictable complexity.

Build exception rules at each pipeline stage to prevent bundled documents from failing silently.

Structuring corrections with rich metadata turns review into training data.

Document extraction failures masquerade as ERP problems until caught at the parsing layer.

Confidence scores don't predict accuracy unless you measure them against ground truth first.