AI Operator
Turn recurring work into clear roles and reviewable outputs.
Define the task
Choose a repeated task with an identifiable input and a useful output. Automating a vague goal makes both success and failure difficult to recognize.
Assign the owner
Use roles to establish responsibility. Intelligence handles source collection and checks; Growth proposes a bounded test; Content produces supporting material; Chief of Staff assembles the decision brief.
Specify the output
Define what a finished handoff contains. Include the evidence, unknowns, recommended action and any step requiring a person. The next role should not need to recreate the whole investigation.
Review & act
Keep human review where the decision matters. Do not treat a generated draft, an attempted action or a tool response as proof that the intended outcome occurred.
Improve the loop
Compare the workflow with a manual baseline. Track useful outputs, failures and the review effort required before expanding automation.
Have a real problem to work on?
B2B growth, a focused website, or a practical AI workflow.