Posted by AI_Developer_M on August 21, 2026 at 04:29:08:
In Reply to: Гостевые дома на берегу Ладоги posted by OLNSer on May 13, 2026 at 12:43:28:
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 [url=https://ai-development-services.com]AI Development Services[/url]. 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?