When to use this
Large document sets, Slow diligence review, Missed risk signals
Use cases
Workflow decision guide
Diligence document analysis
Faster review and synthesis of data rooms, filings, contracts, and reports.
FinanceHigh effortHigh risk4-8 weeks
4
Mapped tools
Start with workflow fit. Use tools only after the inputs, review point, and success metric are clear.
Expected impact
Review time, Issues found, Source traceability
Risk check
Use a strict pilot, avoid sensitive data, and require human approval before outputs affect customers or decisions.
Implementation checklist
Define a narrow diligence question
Upload a reviewed document subset
Compare findings against expert review
Required inputs
These inputs make the pilot more measurable and reduce tool switching later.
Document collection
Issue checklist
Source citation rules
Related opportunities
These are the business problems this use case can support.
Tool shortlist
Best mapped tools for this use case
Harvey
Legal
Harvey is mapped to diligence document analysis based on current curated use-case data.
Teams with a clear workflow and budget for a paid tool.
Paid
AlphaSense
Research
AlphaSense is mapped to diligence document analysis based on current curated use-case data.
Teams with a clear workflow and budget for a paid tool.
Paid
Hebbia
Research
Hebbia is mapped to diligence document analysis based on current curated use-case data.
Teams with a clear workflow and budget for a paid tool.
Paid
Relativity aiR
Legal
Relativity aiR is mapped to diligence document analysis based on current curated use-case data.
Teams with a clear workflow and budget for a paid tool.
Paid