Start with document intake, clause summaries, research organization, or drafting support where attorneys review every output before client use.
New matters, contracts, discovery packets, and client questions rarely arrive in the exact structure an attorney or paralegal needs for review.
Legal teams need to know which document, clause, version, or instruction informed a draft. A pilot should preserve sources and keep attorney judgment in the loop.
Summaries, clause notes, and first-pass language are useful only when the workflow defines privilege, confidentiality, review roles, and what the assistant is not allowed to decide.
Choose document intake, contract clause review, matter summaries, research organization, or drafting support. Define source documents, privilege boundaries, reviewers, and exception rules.
Create an assistant that summarizes documents, groups clauses, organizes research notes, or prepares draft language with links back to the materials attorneys need to verify.
Compare outputs with attorney edits, missed issues, unsupported statements, source quality, confidentiality constraints, and review time before using the workflow more broadly.
Use these guides when you need to choose the first queue, design review gates, or confirm data boundaries before scoping a pilot.
We'll map the queue, data boundaries, review steps, and evidence needed for a safe first pilot.
Scope a legal workflow pilot