Operators do not need another chat window. They need last week’s report to exist without a hero. Map five recurring jobs — lead routing, SEO reporting, invoice follow-up, content QA, inventory pings — and automate the dumbest step first.

Order of operations

  1. Draw the process as it is, including the ugly exceptions.
  2. Remove the copy-paste, not the judgment.
  3. Log failures. Silent automation is how you lose a day of sales.
  4. Only then add an LLM to classify or draft.

That is the offer behind AI automation, and it shows up in editorial and SEO reporting work. Keep model spend honest with task-level cost. If WordPress is the front door, do not automate on top of a compromised install; read the week after malware.