Choosing AI for due diligence at volume
2026-10-17 · Research
Diligence is where AI earns its keep — and where a missed clause is expensive. How to scope, extract, review and report.
Short answer
For due diligence, pick a tool built for document review (not a general chatbot), scope against a written issue list, have AI extract and classify clauses and flags, then review every anomaly against the source document before it reaches the report. AI is strong at volume and extraction; the decision about what a finding means stays with a named reviewer. Report each issue with a document and page reference so it is checkable.
Where AI helps, and where it does not
- Helps: extraction, classification, first-pass anomaly flags at volume.
- Does not help: deciding what a finding means for the deal.
The workflow
- Scope against an issue list.
- Extract and classify.
- Review every flag at source.
- Report with document and page references.
- Named sign-off.
Written for legal professionals. Not legal advice. Always verify every authority and let a named lawyer sign off.