Choose the right operation
Use text-to-image for exploration, image editing for controlled changes, inpainting for local fixes, upscaling for delivery, and product or try-on workflows when fit and presentation are central.
Protect product truth
Compare every output with the source packshot. Reject altered logos, claims, materials, proportions, ports, labels, or accessories—even when the image looks polished.
Create a consistency sheet
Save approved front, profile, detail, environment, lighting, and palette references. Name them clearly and reuse them across boards, videos, and social variants.
Rights and disclosure
Use only assets you have permission to upload. Be careful with recognizable people, trademarked styles, and claims that imply a generated scene is documentary evidence.