For document automation, extraction accuracy is only one part of the result.
A production workflow also needs document classification, validation rules, confidence thresholds, exception handling, source references and a review interface. Without those components, a strong model can still create expensive operational errors.
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For document automation, extraction accuracy is only one part of the result.
A production workflow also needs document classification, validation rules, confidence thresholds, exception handling, source references and a review interface. Without those components, a strong model can still create expensive operational errors.
This is one of the areas covered by AI Development Services. You can review our broader engineering scope at https://ai-development-services.com, while the document automation overview provides more context on production workflows. How do you define the threshold between automatic processing and human review?