MASlite provides a clear API to create agent classes, register behaviors, and handle event-driven messaging between agents. It includes a scheduler to manage agent tasks, environment modeling to simulate interactions, and a plugin system to extend core capabilities. Developers can rapidly prototype multi-agent scenarios in Python by defining agent lifecycle methods, connecting agents via channels, and running simulations in a headless mode or integrating with visualization tools.

VoiceXD is a collaborative no-code platform allowing users to design and deploy fully AI-powered chat and voice assistants tailored to their specific needs. It enables easy integration of custom logic, rules, and data into conversational AI solutions. The platform supports prototyping and publishing across multiple channels, including Webchat, WhatsApp, and SMS, making it versatile for various business applications. One-click testing and deployment streamline the creation process, enhancing efficiency.