Generative AI for Commerce

Visual Intelligence for
Every Product Vertical

From fashion try-ons to automotive showcases. A unified API suite for transforming product imagery, swapping backgrounds, and creating infinite variants.

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Built for

Teams that need production-ready product imagery across fashion, automotive, and retail.

Fashion retailers
Automotive dealer groups
E-commerce catalogs
Creative studios
Marketplace sellers
Brand marketers

Built for complex visual demands

Specialized AI models for automotive, e-commerce, and fashion retail.

Automotive Marketing

Place inventory in professional showrooms instantly. Recolor vehicles to show all factory options without new photoshoots.

Product Photography

Perfect for CPG and furniture. Swap plain backgrounds for lifestyle scenes. Keep original lighting and shadows for realism.

Virtual Try-On

The industry-leading model for fashion. Realistic garment draping and fitting on diverse human models.

Enterprise API

Scale your operations with high-throughput endpoints. Process thousands of SKUs automatically via our REST API.

Target Model
Target Model
Garment Reference
Garment Reference
Sarah (Designer)

Traion

The ultimate virtual try-on engine. Visualize garments on any model instantly with photorealistic AI precision.

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Generation Process
> Analyzing target body pose and lighting conditions. Warping input garment texture [Beige Ribbed Sweater] to fit target mesh. Adjusting fabric drape, shadows, and occlusion. Rendering final photorealistic composite..._
Virtual Try-On Result
Before
After

Our AI Avatar Models

Damon avatar model
Emma avatar model
Kirra avatar model
Kat avatar model
Gabriela avatar model
Alana avatar model
Serena avatar model
Monica avatar model
Oliver avatar model
Matty avatar model
Lockie avatar model
Jay avatar model
Bodie avatar model
Bobby avatar model
Yvonen avatar model
Damon avatar model
Emma avatar model
Kirra avatar model
Kat avatar model
Gabriela avatar model
Alana avatar model
Serena avatar model
Monica avatar model
Oliver avatar model
Matty avatar model
Lockie avatar model
Jay avatar model
Bodie avatar model
Bobby avatar model
Yvonen avatar model
Damon avatar model
Emma avatar model
Kirra avatar model
Kat avatar model
Gabriela avatar model
Alana avatar model
Serena avatar model
Monica avatar model
Oliver avatar model
Matty avatar model
Lockie avatar model
Jay avatar model
Bodie avatar model
Bobby avatar model
Yvonen avatar model

Advantages of Traion

Photorealistic by default

Maintain lighting, fabric texture, and true-to-life color with every generation.

Pipeline-ready outputs

Batch export in brand-safe formats built for PDPs, marketplaces, and showroom screens.

Brand control baked in

Lock pose, framing, and camera angle to keep entire catalogs consistent.

Measured time savings

Reduce reshoot cycles and cut production timelines without sacrificing quality.

A complete creative toolkit

Mix and match tools to solve your specific imagery challenges

1

Swap

Remove messy backgrounds and transport products to studio settings or outdoor environments.

2

Colorize

Apply exact paint codes or fabric colors. Perfect for "See it in Blue" features on product pages.

3

Fit

For fashion retailers, let customers visualize garments on themselves or varied models.

Unified API

One API, Endless Generations

Available endpoints for integrating with our service. Authenticate with your API key via the `x-api-key` header.

  • POST /api/v1/traion/try-on
  • POST /api/v1/traion/background-change
  • POST /api/v1/traion/color-change
  • GET /api/v1/traion/avatars
  • GET /api/v1/traion/credits
api-example.js
// 1. Check credit balance
const credits = await api.get('/api/v1/traion/credits', {
  headers: { 'x-api-key': 'YOUR_API_KEY' }
});

// 2. Virtual try-on
const tryOn = await api.post('/api/v1/traion/try-on', {
  product_image_url: 'https://example.com/garment.jpg',
  human_image_url: 'https://example.com/model.jpg'
}, {
  headers: { 'x-api-key': 'YOUR_API_KEY' }
});

// 3. Background change
const background = await api.post('/api/v1/traion/background-change', {
  background_image_url: 'https://example.com/studio-bg.jpg',
  product_image_url: ['https://example.com/product-front.jpg']
}, {
  headers: { 'x-api-key': 'YOUR_API_KEY' }
});

Use cases

Built for teams that ship imagery faster

From fashion retail to automotive marketplaces, Traion helps scale product visuals with confidence.

Replace multi-day fashion shoots with on-brand virtual try-ons and keep every SKU visually consistent.

Fashion retailers

Update vehicle listings in minutes with accurate background swaps tailored for dealer inventories.

Automotive dealer groups

Let shoppers preview products in context and ship catalog imagery without waiting on new photography.

E-commerce catalogs

Frequently Asked Questions

Common questions about our AI workflows

Does background swap work on complex objects?

Yes, our semantic segmentation engine handles complex geometries like bicycle spokes, mesh chairs, and transparent glass with high precision.

Can I use specific car paint codes?

Absolutely. You can pass specific HEX or RGB codes to the /color-change endpoint to match manufacturer specs exactly.

How fast is the processing?

Most operations complete in 3-8 seconds depending on resolution. We offer elevated rate limits for enterprise plans to handle bulk processing.

Do you offer a free trial?

Yes, all new accounts start with 50 free credits so you can test the quality of Try-On, Recolor, and Background Swap before committing.

Ready to upgrade your visuals?

Join leading dealerships and retailers transforming their catalogs with AI.

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