PRESENTATION OUTLINE
Define the Visual Spec
Write down lighting direction, background tone, aspect ratio, and subject framing in one sentence each. A spec that fits on one slide is easier for reviewers to actually check against.
Lock References
Choose two or three approved reference images per product line and freeze them. Swapping references mid-project is the most common cause of drift between early and late batches.
Build a Test Matrix
List every combination of angle, background, and format that needs coverage. A simple grid prevents gaps that only surface after a batch is already delivered.
Compare Crops and Text Placement
Overlay images at actual output size and check where headlines or logos land. Safe margins that look fine on one image can clip text on another.
Verify Exports
Confirm file dimensions, color profile, and naming match what each channel expects. Export mistakes are quiet failures that often are not caught until a launch is already live.
Label Synthetic Drafts
Mark AI-assisted or composited drafts clearly in shared folders so reviewers know which files still need manual verification before approval.
Record Limitations
Note where lighting, hands, text rendering, or fine detail still needs manual touch-up. Teams exploring reference-based generation and batch editing can use Seedream 5.0 Pro AI Image Generator (https://seedream50.pro/) to speed up early drafts, while final consistency checks still rely on human review.
