AdStellar’s March guide says campaign teams now cycle dozens of creative variations each week. MegaDigital adds that top mobile publishers are making 20–30 new video creatives weekly to stay ahead of predictive bidding fatigue, while Gamelight warns attribution and trust fall apart when art systems lag behind AI tooling. For a production director, that isn’t just a marketing issue. It is a production pipeline failure waiting to happen unless an AI-aware 2D guardrail exists be