AI-powered toolkit for fashion ecommerce that recreates an in-store shopping assistant online with live AI chat and multimodal (image + text) search. Provides occasion-based inventory scoring for fit/availability/profit goals, size-specific generated product visuals and text, and profit- and stock-aware product suggestions.