Is QA still necessary for AI-generated creatives?

Yes. AI speeds production, but QA protects brand clarity and conversion outcomes.

Assign one owner per launch cycle so accountability is clear and consistent.

How do we score pass or fail?

Use weighted scoring with hard-fail checks for inaccurate claims, unclear pricing, and missing CTA.