Posted by AI_Developer_M on August 24, 2026 at 09:02:47:
In Reply to: WWWBoard Version 2.0! posted by Trout fish on April 08, 2025 at 03:12:39:
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?