Why 90% of In-House AI Video Tests Fail Before Reaching an Ad Account
Most in-house AI video initiatives fail the moment they leave the demo reel: distorted branding, warped faces, and hallucinated typography ruin performance before an ad even launches. Real commercial scale doesn't come from typing better prompts into a web tool—it requires a disciplined hybrid pipeline combining targeted AI generation with deterministic post-production compositing, sound design, and brand plate preservation.
Read Article