Recommendation API, Virtual Try-On API, AI Styling Engine, and Catalog Intelligence API. These products help fashion commerce teams recommend accurate sizes, generate virtual try-on previews, build personalized outfit suggestions, enrich product catalogs, and reduce friction across the customer shopping journey. The company combines computer vision, product data, body-aware fit logic, and commerce workflows into modular APIs and storefront widgets. HATCH is designed for DTC fashion brands, multi-brand marketplaces, independent labels, omnichannel retailers, and sustainable fashion businesses looking to improve conversion, reduce returns, and automate merchandising workflows.