The intake problem starts before the review problem
Most teams think about document AI once the file is already in the system, but the real cost often starts at intake. Email inboxes, shared folders, uploads, and portals create a stream of files that still need to be classified, attached, and routed correctly before anyone can act on them.
Classification and routing are the first productivity gains
The first operational win is not always extraction. It is knowing what just arrived, where it belongs, and who needs to see it. Good intake workflows reduce the amount of human triage required before the team even starts reviewing content.
The source file should stay with the workflow
A receiving workflow should never lose the original file or hide it behind too many clicks. As soon as a downstream team needs to verify a value or understand the context, the source document becomes the most important asset in the workflow again.