Read the sources.
Use the invoice and the relevant contract as the agreed source material.
Applied AI / Illustrative workflow
From a document
to a decision.
An invoice arrives. It needs to be checked against the right contract, then handed to someone who can decide what to do.
The workflow
Read. Compare. Decide.
Compare the evidence.
Prepare the differences and supporting references for a person to review.
Make the decision.
An authorised person decides whether to approve, ask a question or stop the process.
What to evaluate
Make success
observable.
For an implementation, agree how to evaluate extraction quality, missed discrepancies, review effort and the handling of incomplete information.
This is an illustrative scenario, rather than a published customer result. It explains the approach without claiming a measured saving or deployment.
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