Use case · Lingerie
Photograph lingerie ranges without booking a single shoot
Send the product shots, set a tasteful direction once, then receive photos on real models where the lace, straps, and fit follow the product shot.
Production signals
- Lace and strap detail from the product photo
- Tasteful, brand-controlled styling
- Optional AI reviewer
Mechanism
Hold the lace and the fit to the product photo.
Lingerie punishes sloppy generation: lace patterns, strap geometry, and fit read instantly when they drift. Uwear treats the product photo as the source of truth and supports multiple generation models, so delicate constructions can run on the model that renders them best. The saved art direction controls styling and mood, and keeps every listing inside the brand line. When QA is on, an AI reviewer compares each result with the source and retries what it flags.
Workflow
The production loop
Send the range
Upload flat lays or packshots for bras, briefs, and sets. Clean front views carry the construction details.
Set the direction once
Choose the model, the set, and the styling tone one time: boudoir noir, clean studio, or your own brand world.
Run with QA on or off
Run the range with the AI reviewer on or off. Flagged results retry automatically before delivery.
Outcomes
What this unlocks
Construction carries into the photo
Lace repeats, strap widths, and band shapes carry from the product shot into the finished photo.
The brand line holds
One saved direction keeps styling tasteful and consistent across the whole range, listing after listing.
Sizes and styles multiply cleanly
Colourways and style variants reuse the same direction, so the range grows without new shoots.
Run it from your assistant
Run this photoshoot from your AI assistant with a Uwear template.
Connect the Uwear MCP server to ChatGPT, Claude, or Codex and ask for the Product page set template. It is a batch workflow that runs once per garment: front, upper-body, and back product-page shots on a white studio background, plus a 360-degree video, from one garment photo. Any Uwear account can load it by name, and the assistant shows a costed brief in credits before generation starts.
Copy this prompt into your assistant
Connect to the Uwear MCP server and load the "Product page set" template. Run it on my lingerie product shots on its white studio setup, turn the AI reviewer on so lace and strap details are checked against each product photo, and show me the costed brief before generating.
What one run does, per garment
Generate the front hero
One full-body front photo of the garment on the template model, in the Basic white photoshoot art direction on the Pure White studio location.
Edit to the upper-body crop
A camera edit that reframes the front result to an upper-body front frame instead of generating a new image, so the crop comes from the same session as the hero.
Edit to the back view
A second camera edit of the front result to a full-body back frame, so the product page gets the back of the garment from the same session.
Render the 360 turn
A 5-second Kling 3 Pro video from the front photo: the model turns a slow, full 360 degrees in place, garment readable throughout.
Outputs per garment
- Full-body front photo, 2K, 2:3
- Upper-body front photo, 2K, 2:3
- Full-body back photo, 2K, 2:3
- 5-second 360-degree video
The setup the template pins
- Template kind
- Batch workflow: runs once per garment row
- System key
- demo_full_pdp_test_white_studio
- Art direction
- Basic white photoshoot (system art direction)
- Location
- Pure White (system studio location)
- Model
- The Uwear system model by default; the assistant can swap in one of your saved models when it proposes the brief
- Image model
- nano-banana-pro, 2K, 2:3
- Video model
- Kling 3 Pro, 5 seconds
- QA
- Optional. With the AI reviewer on, each result is checked against the source product photo and flagged results are retried
- Approval
- The assistant shows a costed brief in credits before anything generates
Frequently asked questions
Yes, with the right setup. Uwear uses the product photo as the source of truth and offers multiple generation models, so delicate lace and strap constructions run on the model that renders them best. An optional AI reviewer checks each result against the source and retries misses.
The saved art direction controls the model, the set, and the styling tone once for the whole range. Every generation follows it, so the range stays inside the brand line without shot-by-shot supervision.
Yes. Batch runs apply the same direction across the range as product shots arrive, including colourways and style variants.
The Product page set template. It is a batch workflow: for each lingerie piece it generates a full-body front photo in the Basic white photoshoot art direction on the Pure White studio, edits it to an upper-body front and a full-body back frame, and renders a 5-second 360-degree video. Photos are 2K at 2:3. Any Uwear account can load it by name through the MCP server, and the assistant shows a costed brief before generating.
Next step
Map this workflow into your catalog operation.
Start with the use case, then decide whether the right access path is Studio, API, MCP, or a custom enterprise rollout.