Input and source.
Choose one authorised source and define exactly which fields may be read. Keep a source link or record identifier attached to every result.
Documents & operations
A supported file becomes extracted fields, validation results and a proposed system update. Missing and conflicting values enter an exception queue. Retrying the same input must not create a duplicate operation.
Validation and control.
Define required fields, freshness limits and escalation triggers. No missing value becomes an invented fact, and no customer commitment is made without the agreed approval.
Outcome and measurement.
The result must have an owner and a next step. Compare representative cases before and after the pilot, including time spent reviewing exceptions.