Etaprise is a cloud-based field service management solution designed to streamline operations for field service contractors. Powered by AI, Etaprise ensures businesses can deliver exceptional customer experiences by enhancing workflows, real-time inventory management, and effective communication across teams. This platform helps businesses achieve peak operational efficiency, making it easier to manage tasks, dispatch technicians, and handle inventory.

The Mall Recommendation Multi-Agent System is an AI-driven framework built on a multi-agent architecture to enhance retail experiences in shopping malls. It consists of shopper agents that track visitor interactions, preference agents that analyze past and real-time data, and recommendation agents that generate tailored product and promotion suggestions. Agents communicate via a message-passing protocol to update user models, coordinate cross-agent insights, and adjust recommendations dynamically. The system supports integration with CMS and POS for real-time inventory and sales feedback. Its modular design allows developers to customize agent behaviors, integrate new data sources, and deploy on various platforms. Ideal for large retail environments, it improves customer satisfaction and boosts sales through precise, context-aware recommendations.