Workflow decision guide
Faster review, privilege triage, and issue discovery across legal document sets.
Mapped tools
Start with workflow fit. Use tools only after the inputs, review point, and success metric are clear.
Use this when ediscovery review would directly improve large document populations, slow review queues, and missed issue clusters.
It is a good pilot candidate when the work happens often, has a clear owner, and can be tested with recent real examples.
Measure the pilot with documents reviewed, issue precision, and attorney review time.
The expected impact should be visible in faster cycle time, fewer manual corrections, or more consistent work quality.
Treat this as a controlled pilot with strict scope, approved inputs, and clear escalation rules.
Avoid sensitive data early, and require human approval before outputs affect customers, employees, finances, or compliance decisions.
These inputs make the pilot more measurable and reduce tool switching later.
These are the business problems this use case can support.
Tool shortlist
