Enterprise software increasingly requires users to wear many hats. The security engineer who manages access controls one day handles incident response the next. The operations team that automates routine deployments must also handle one-off infrastructure exceptions. These occasional, cognitively complex tasks fall into an awkward gap: too infrequent for muscle memory, too important to leave to guesswork.Traditional enterprise UX has two unsatisfying answers: build heavyweight forms that users must re-learn each time, or route the work through approval chains that turn minutes into days. Model Context Protocol (MCP) paired with agentic LLM interfaces offers a third path — one that's particularly compelling for access control management and similar domains where tasks are rare but high-stakes.