How to Use AI to Produce Red Flag Reports in Due Diligence

This post details how AI can be used to produce red flag reports for due diligence by extracting terms and surfacing risk signals across entire data rooms, enabling a more comprehensive and efficient review process. The system emphasizes citation grounding for verification and allows for the configuration of materiality thresholds based on organizational precedent and deal-specific criteria. The process is structured into five stages: scoping, full set extraction, clustering and ranking, tying flags to sources and next steps, and human sign-off, all while integrating with existing legal tools.