The governance gap is substantial and largely unresolved. Organizations lack standardized inventories of deployed agents, clear ownership structures, granular permission controls, and systematic retirement processes for obsolete agents. McKinsey and security analysts warn that unmanaged agent fleets create duplicate workflows, expand attack surfaces, and complicate audit trails. The technical infrastructure exists; the organizational frameworks do not.
For in-house counsel and compliance teams, agent sprawl presents immediate risks. Uncontrolled agent deployment can create liability exposure through unauthorized data access, compliance violations in regulated functions, and evidentiary challenges if agents operate without audit logs. Legal departments should inventory current agent deployments, establish approval workflows for new agents, and ensure security and compliance teams have visibility into agent permissions and actions. This is no longer a technology pilot problem—it is an operational and legal governance issue.