ai-tool-handoff

To apply a QA layer to bulk contract review results, you can hand off high-volume clause extraction to Luminance or Kira and apply a configured trust policy (use as-is, spot-check, or full human review) to validate the diligence findings.

Managing change-of-control clause extraction across large document sets is best handled by automating the handoff to a bulk review tool like Kira or Luminance, followed by an attorney-driven QA process to confirm triggering logic based on the specific deal structure.

Yes, you can use ai-tool-handoff for corporate diligence involving auto-renewal and MFN clauses, as it routes bulk extraction to tools like Luminance or Kira and applies a judgment overlay to convert raw clause findings into deal-appropriate diligence work product.

Bulk contract extraction tools do not handle deal-specific triggering logic for assignment clauses automatically; they require an attorney-driven judgment overlay to evaluate factors like stock vs. asset sale structures and relevant carve-outs to confirm if extracted clauses are triggered.

This QA workflow supports different trust levels for validating extracted contract clauses, allowing you to configure a trust policy to use clause results as-is, conduct spot-checks, or mandate full human review before finalizing diligence outputs.

For legal QA during a tool handoff, you need to provide corporate-legal practice and matter context, specifically loading context from CLAUDE.md to follow the configured handoff process and generate the expected QA summary and diligence findings.