Batch Audit
Review hundreds of images without opening them one by one
A circular audit turntable, not a spreadsheet. Each turn feeds a group of similar assets into the center, where GrainLux runs File Quality, Brand Match, Product Match, Visual Artifacts, and Channel Fit. Problem images are ejected to the outer slots.
The turntable
Five checks, one spin at a time
File · Brand · Product
Artifacts · Channel
0102030405060708Artifacts · Channel
File Quality
Resolution, focus, format.
Brand Match
Color, logo, background.
Product Match
Right product & packaging.
Visual Artifacts
AI deform, duplicates.
Channel Fit
Crop & requirements.
Change the turntable speed, scan a single SKU, pause on a rule, or send a frame to human review. When the batch finishes, it resolves into a clear pass rate, problem breakdown, and fix priority.
Every detail, under the right light
See what production missed — before your customers do.
Point GrainLux at a batch of product images or AI-generated creative and get a clear verdict on every frame: approved, needs review, or reject — with the reason attached.