AI catalog production with quality control built in
Turn product and model references into consistent catalog visuals at scale, with automated QA that flags product errors, color drift, and visual inconsistencies before approval.
From reference to approved catalog in one workflow
Upload references
Product flat-lays, model headshots, brand palette, pose library.
Pick a workflow
Color variants, model catalog shots, or visual QA on existing assets.
AI grades every output
7-dimension QA score, surface issues, recommend approve/edit/reject.
Approve at speed
One-click pills, batch download, side-by-side reference comparison.
Three production workflows, one quality bar
Color Variant Generator
Upload one product photo, get every colorway. Silhouette, lighting, and background stay locked.
Available nowModel Catalog Generator
Combine garments with models, poses, and backgrounds. Generate full lookbooks from a brief.
Coming soonVisual QA Agent
Drop existing assets in. Flags brand inconsistencies, defects, and off-spec imagery before launch.
Coming soonEvery generated image gets a QA score before you ever see it
Other tools generate images. We grade them. A second AI agent compares every output to your product reference across 7 dimensions, lists specific defects, and recommends approve, review, edit, or reject. You only spend attention on the images that need human judgment.
QA score · 94% confidence
Issues flagged
- •Color drifted slightly toward warm orange (target was rust)
- •Minor texture artifact on left sleeve seam
Studio is different on purpose
Stop shipping inconsistent catalogs
Get on a 20-minute walkthrough. Bring one product. We'll generate the variants live and show you the QA report.