AI needs a seat at the workflow table
Floating chatbots burn trust; bounded AI steps inside known states earn leverage.
Human review is the control plane
Useful AI in operations sits after intake structure exists: labelled data, review gates, logging. Otherwise outputs become anecdotal.
Human review is not ‘slow’ — it is the control plane until measurement proves otherwise.