Summary
An AI-driven search and conversational commerce solution acted as a digital personal shopper within an ecommerce platform. It enabled natural language and photo-based product discovery across large, multi-brand catalogs. Integrated into a popular messaging app, it enhanced customer engagement and personalized recommendations. The architecture was designed to support high-traffic events and scalable digital commerce expansion.