- Pull every contract with an auto-renew clause from the contract management system.
- Filter to those with renewal dates in the next 60 days.
- For each vendor, re-process internal interactions over the last 12 months to compute aggregate sentiment.
- Pull billing data for the contract value.
- Search procurement records for the last approver.
- Sort by value × inverse sentiment.
- Compose the table and the top-three deep-dive.
~130k tokens