Law firms have a real AI agent opportunity but a narrow path to use it ethically. The right playbook: start with administrative and document-handling work, expand to research carefully, and keep attorney judgment on everything client-facing.
Start with agents for intake, document review, and matter management. Add research and drafting agents carefully with attorney review. Never let agents give legal advice unsupervised. Stack: legal-specific AI tools plus general assistants. Budget $300-$3,000/mo per attorney. The time saved compounds across matters.
Legal work splits into intake/admin, document review, research, drafting, and advice. Agents are excellent at the first three under supervision; the last two stay with attorneys.
The law-firm-agent pattern: agents handle the volume and the drafting; attorneys handle the judgment and the client. Cross that line and you have ethics problems.
Law-firm AI stacks run $300 to $3,000 per attorney per month for mid-market firms.
Two measurements: hours billed vs hours spent and matter throughput. Most firms that deploy agents successfully see attorneys handling more matters per quarter with the same hours billed - which is both higher utilization and better margins.
The $1,500 AI Audit produces a written agent rollout plan in 5 business days: workflow selection, vendor choice, and the human-in-the-loop design that keeps quality high.