Stylitics Strata™ AI Platform

Build Retail AI Faster With Stylitics Strata™ SDK

Gain access to the production-ready tools, datasets, and expert services behind the world’s most widely deployed retail AI programs. 45+ tools. 25+ datasets. Expert services. Already powering thousands of live programs across 5,000+ brands.

Production Performance

• 45+ Production tools
• 25+ Datasets
• 1,000s Live programs
• 6B+ Sessions / year
• 5,000+ Brands
• 50+ Countries
• 10+ Years built
• 99.99% Uptime

Used by the World's Best

Powering Frontier Retail AI Programs

AI Image Production

On-model photography, colorway generation, background swaps, and virtual try-on at catalog scale for major global retailers.

Catalog Enrichment

Attribute completion, product copy generation, and structured metadata across millions of SKUs and thousands of catalogs.

Recommendations & Bundling

• 1,000+ live outfitting and bundling programs.
• Complete-the-look, cross-category styling, and set matching across every vertical.

Styling & Content

Lookbook generation, editorial content, shoppable experiences, and brand-aligned creative produced automatically.

Personalization

Real-time shopper preference modeling across 26+ attributes. Personalized from first page view. Every channel.

Intelligence & Analytics

Trend detection, performance analytics, shopper engagement signals, and retail data analysis for merchandising and strategy.

This Is Not Your Run-of-the-Mill Toolkit

Analyze. Generate. Publish.

Production tools for everything from item detection and color analysis to on-model image generation and background removal. The same systems producing tens of thousands of retail-ready images per week for major global brands. Call an API, get studio-quality output.

• On-model image creator, laydown generation, collage builder
• Auto background removal and image rehosting
• Item detection, person detection, color detection

Bundling & Outfitting Engine

The tools that power 1,000+ live outfitting programs. Agentic bundling that assembles, scores, and validates product combinations against brand rules, category logic, and variety requirements.

• Agentic bundling with quality scoring
• Bundle variety detection and compound rule checking
• Set matching and head-to-toe bundle retrieval

Search & Similarity

Find Any Product from Any Input. Visual search, vector-based similarity, and text-to-product matching trained on massive retail catalogs. Image, product, or text query in. Accurate matches out, at speed.

• Visual item search from images
• Similar item search via replacements or vector
• Item and text vectorization for custom search

Classification & Enrichment

Turn Raw Product Data into Structured Retail Intelligence. Tools that classify, attribute, and vectorize product data using Stylitics’ proprietary retail taxonomy.

• Style attribution and fashion attribution
• Taxonomy mapping against proprietary structure
• Item and text vectorization for search and recommendation

Datasets + Expert Services

Production Data and Real Experts, Not Just Documentation. Structured datasets spanning product catalogs, pricing, inventory, bundles, images, brand profiles, and configuration rules. Plus expert services: QA, post-production, prompt refinement, solutions architecture, integration, experimentation, and analytics.

• Customer-scoped datasets across items, bundles, images, and configuration
• QA, post-production, and prompt refinement teams
• Solutions, integration, experimentation, and analytics experts

The Difference Between Stylitics Strata™ and Building from Scratch

If you have the time, budget, and retail domain expertise to build AI infrastructure internally, you can. If you want to ship product, choose Stylitics Strata™.