Leading firms will see a modest deceleration of automation progress in 2023 due to uncertain economic conditions. Organizations will look for value in data-driven process improvement in their automation investments. Physical automation projects will align with IT guidelines and management due to their rising importance, and growing skill gaps and federation trends will push automation centers of excellence (COEs) to change structure and strategic focus.