IT operations is a battle with complexity—and IT operations and NOC teams are losing. Tool proliferation and IT operations noise drive up headcount and force IT operations teams into a reactive mode that increases costs and decreases customer satisfaction. This executive brief examines the role AI and ML play in enabling autonomous operations to cut through IT noise and identify root causes before they impact service.