The assumed starting point
The scenario describes a B2B services firm that regularly examines lengthy contract documents. Deadlines, services and appendices appear in different places. The responsible expert needs a structured basis for review.
How the workflow could work
Bounded preparation could organize relevant passages against an agreed checklist, display their locations and flag deviations from approved reference documents. Original documents remain accessible throughout. AI prepares questions and does not decide on legal consequences.
The intended result
The intended output is a reviewable overview of source passages, deviations and open questions. The pilot assesses completeness and the amount of expert correction needed. Final contract assessment and approval remain with the appropriately qualified person.
What the pilot must verify
Missing appendices, unreadable scans and conflicting versions are flagged separately. Confidential documents may only be processed through an approved data route. This example replaces neither legal advice nor a binding risk assessment.
