Define the visual job
State composition, subject, product truth, palette, lighting, copy, aspect ratio, style, and intended downstream use.
Run controlled comparisons
Keep prompt, references, resolution, and output count stable. Score truth, text, layout, detail, editability, and credits.
Create approved references
Save front, profile, detail, environment, lighting, and palette frames. Use them to anchor later image-to-video work.
Verify rights and claims
Reject altered logos, product details, unauthorized likenesses, unsupported claims, and reference use that violates provider or creator rights.