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Your five-step AI QA loop

7 min read

Clients increasingly ask how you use AI, not if. The “AI in daily workflows” and “AI expectations from clients” tabs exist so you can align your story with reality.

The loop

  1. Brief — Restate audience, tone, and facts that must never change.
  2. Draft — Generate with a pinned system prompt per client.
  3. Fact check — Numbers, names, dates, links; flag anything unsourced.
  4. Tone pass — Read aloud; remove hedge spam; match the client’s voice notes.
  5. Archive — If reusable, save prompt + output pattern in the client’s workspace (not your personal notes).

Metrics that impress

Hours saved per week on repeatable drafts, error rate before/after review, and number of client-approved SOPs you maintain.

Take the quiz

AI comfort & governance turns these ideas into a profile you can compare to your own instincts—and discuss with recruiters.

Knowledge base (charts & ask) · Quizzes & flows