One Flat Lay. Thousands of On-Model Images.

Converts your existing product photography into photorealistic on-model imagery — generating 15,000+ images per week, at 10–20% of the cost, with brand-safe quality control built in.

Trusted by 100s of the World’s Leading Brands & Retailers

Your Photography Budget is a Production Problem

Stop prioritizing which products get on-model imagery. Stylitics generates photorealistic on-model images from flat lays across your entire catalog — automatically, consistently, and at enterprise scale.

Key Capabilities

• Full catalog coverage, not just hero products
• Consistent lighting, styling, and composition across every SKU
• From existing flat lay to live PDP image in hours

Your Flat Lays Are Costing You Conversions

Flat lays exist across your PDPs and marketing campaigns because studios have limits: models, time, budget, scheduling. Stylitics removes every one of those constraints. We ingest your existing catalog assets, apply your brand’s model specs and styling rules, and deliver finished on-model images — with AI and human QA built in — at a pace no studio can match.

Key Capabilities

• On-model, flat lay, and ghost formats from a single source asset
• Consistent visual treatment across every sales channel
• Direct delivery back into your DAM or commerce platform

Flat Lay to Model Features

Fabric-Aware Rendering

Stretch knit, woven denim, and silk all behave differently. Stylitics renders each material with the right drape and wrinkle behavior.

Tuck & Drape Logic

Garments sit, tuck, and layer the way they would on set. Styling logic is applied before the image leaves the pipeline.

Ghost On Model

Ghost mannequin and packshot photography can be used as source material to generate PDP-ready on-model imagery.

AI + Human QA

Every image is evaluated against brand-specific criteria by AI agents, with human spot checks before delivery.

PIM / DAM Integration

Source assets enter through your existing product feed. Finished images are delivered back automatically with no manual handoff.

SLA-Backed Delivery

Any image that misses quality or turnaround standards is regenerated at no charge or refunded.

What AI Image Studio Can Deliver

1. Flat-Lay to On-Model

   • Transform existing flat-lay photography into high-quality on-model imagery without scheduling a single shoot
   • Place every product on a diverse range of model sizes, skin tones, and body types — coverage no studio day can match
   • Deliver PDP-ready, high-resolution outputs directly into your existing catalog pipeline

2. Model Diversity & Inclusive Imagery

   • Select from a broad range of model ages, ethnicities, sizes, and body shapes across your entire catalog
   • Show shoppers what a product looks like on someone who looks like them — proven to lift conversion and reduce returns
   • Eliminate the sampling and scheduling constraints that limit diversity in traditional studio production

3. Colorway Swaps

   • Generate on-model imagery for every colorway variant without re-shooting each one individually
   • Maintain visual consistency across your catalog while expanding coverage to SKUs that would otherwise go unshot
   • Fabric texture, drape, and pattern are rendered accurately across all color variants

4. Background & Scene Swaps

   • Swap product backgrounds from studio white to lifestyle environments — urban, nature, luxury, or abstract — in a single workflow
   • Localize imagery for different regional markets without separate shoots for each geography
   • Repurpose a single source image across PDP, social, and paid media with channel-appropriate scene treatments

5. Pose Control

   • Direct AI-generated models into standing, walking, sitting, or custom movement poses that suit the garment
   • Highlight how a product moves and fits in real-world contexts, not just a static forward-facing shot
   • Match pose direction to the visual language of your brand without the cost of additional shoot days

6. UGC-Style Content

   • Dial down the polish with an authenticity slider that moves output from studio-clean to user-generated in feel
   • Create social-native imagery that performs in feed placements without requiring actual UGC sourcing or rights management
   • Match the tone of your organic content so paid and owned assets feel consistent across channels

7. AI Retouching

   • Automated wrinkle removal and garment cleanup applied at the generation stage, not as a separate post-production step
   • Maintain broadcast-quality consistency across thousands of images weekly without a retouching team
   • QA agents flag and re-generate any output that falls below brand standard before it reaches your catalog

Get Started

Discover how Stylitics AI Image Studio helps retailers create high-quality product, model, and lifestyle imagery faster, at scale, and with less production lift.