Most teams built these workflows in separate eras
File handling often comes from storage, records, or upload systems. Document review comes later through OCR, extraction, or AI tooling. The result is usually two partially connected workflows that the user has to stitch together manually.
The gap shows up in review and downstream updates
A file can arrive correctly and still create manual work if the review system cannot keep the source visible or the downstream system cannot accept the cleaned result cleanly. That is why integration quality matters as much as model behavior.
The better design keeps the workflow continuous
A stronger setup keeps the file, the document reasoning, the review decision, and the downstream action close together. That is how teams reduce duplicated work and improve confidence in the final result.