
The spectacle of a single perfect artificial intelligence video generation often masks the grueling technical and economic reality of deploying those same models across thousands of automated production assets. While the initial awe of a flawless media demo can drive excitement, the subsequent attempt to generate ten thousand product videos for a real catalog frequently reveals a stark disconnect. This










