First-party production case from objekts. In multi-SKU advertising, image quality can improve while the SKU silently changes. Build an authority graph for silhouette, pack proportions, label geometry, print, material, camera, light, background and motion. Which fields are hard locks, which may be inferred, and which require human approval? What is the cheapest rejection test before motion?
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