In-House Counsel Deploy AI Agents—But Set Strict Controls

New launches and insights highlight how legal teams adopt AI agents with strict governance.

Corporate legal departments are embracing AI agents to streamline everything from contract review to legal service requests—but with guardrails firmly in place.

• LegalOn Technologies rolled out five AI-powered legal agents on February 10, 2026, to help in-house teams manage playbooks, draft and translate contracts, and address service requests.
• On May 11, 2026, Docusign announced new contract workflow AI assistants, emphasizing workflow automation and enhanced efficiency for legal operations teams.
• Flank and GC AI both offer agents that autonomously draft, negotiate, and review legal documents, with GC AI supporting more than 1,500 in-house teams across industries.
• Paralegent AI processes lengthy master agreements—up to 80 pages—in about 30 minutes, thanks to over 18 specialized agents running within the client’s secure environment.

Security and governance remain central. Michele Lee, General Counsel of Super.com, notes, "If you give it access to start deleting files, that's concerning. It's about being thoughtful about the instructions, access and permissions that you give to the agent." Legal teams are focused on configuring AI roles carefully, ensuring agents have only the minimum necessary permissions and operate inside controlled environments.

The trend underscores a measured approach—leveraging automation for efficiency, but always with an eye on confidentiality and operational risk.