Summary
AI-powered agents assisted consumers with product discovery, local business search, and purchase support directly within messaging platforms. A multi-agent orchestration layer routed queries to optimize reasoning, speed, and cost. The system delivered localized, dialect-aware conversations and could execute real-world actions like price checks and bookings. This approach enabled scalable, automated commerce interactions with high user satisfaction and operational efficiency.