A practical AI automation readiness check
Five questions that separate an automation opportunity from an expensive experiment.
Start with the job
Name the repetitive decision or information handoff—not the model you want to use.
Check the evidence
A strong candidate has repeatable inputs, an observable output, known exceptions and a person who owns the result.
Design the guardrails
Human review, traceability and failure handling belong in the initial architecture.