Gumorose

Gumorose is an end-to-end, high-end D2C and B2B fashion-tech ecosystem that bridges generative AI with on-demand physical manufacturing in Riobamba, Ecuador. Built as a full-stack monorepo (Fastify/Node.js backend, React/Vite web storefront, React/Vite + Capacitor mobile app, and a robust industrial ERP), Gumorose eliminates the fashion industry's 30% dead-inventory crisis through a Made-to-Order model. Key technological breakthroughs include: Real-Time WebGL 3D Garment & UV Mapping Engine: Renders 9 garment types with PBR shading, procedural micro-textiles, and multi-zone logo customization that dynamically curves across 3D meshes in real-time, backed by a 4-piece industrial cutting pattern viewer. AI-Powered Virtual Try-On & Closet Management: Integrates Meta SAM for background segmentation, an anatomical sizing grid with facial protection, and the Dress-Me slot-machine outfit builder inspired by Acloset and Whering. Stitch Fix Hybrid Designs & Machine Learning Recommender: Captures user preference vectors via Style Shuffle and psychographic profiling to predict climate-adjusted demand and close closet gaps automatically. Industrial 11-Stage ERP & SRI Electronic Invoicing: Orchestrates 23 factory machines across 11 production stages (from automated cutting to the Blue Quality Seal), supporting B2B 50/50 split deposits and generating official 49-digit electronic invoices compliant with Ecuador's tax authority (SRI v2.1.0).