The bottleneck
Potential clients fill a form or send a PDF. Staff retype it into the matter system days later. Conflicts are checked late. Good matters go elsewhere.
Industries/Law firms
AI agents for law firmsthat intake without crossing ethical lines.
Intake, conflict checks, and document routing eat associate and staff time. An agent can structure the file and escalate anything that looks like advice or a conflict.
The first workflow
New-matter intake: extract parties, jurisdiction, dates, and requested work; flag missing conflict data; draft an acknowledgment. A lawyer still decides whether the firm can take the matter.
How you know it worked
Time from first contact to complete intake file, conflict-check lag, and matters opened without rework.
Jobs the agent can own first
- New matter intake
- Conflict data collection
- Document classification
- Status updates to clients
Questions operators ask
- Does an AI agent give legal advice?
- It must not. The system drafts operational messages and structures files. Legal judgment stays with licensed attorneys, with a hard stop before anything that looks like advice.
- What about confidentiality?
- Use approved accounts, minimum data, and an audit trail. The agent should not train public models on client documents.