Chatdrive is a comprehensive live chat solution that boosts engagement and conversion rates for educational institutions and e-commerce businesses. It provides 24/7 availability with professional live chat agents, offering personalized conversations and targeted offers to visitors. The platform also allows businesses to gather valuable insights from chat interactions, helping them refine their strategies effectively. With Chatdrive, institutions can streamline communication and increase their enrollment through efficient, data-driven engagement.

Halite II is an open-source challenge framework that hosts turn-based strategy matches between user-written bots. Each turn, agents receive a map state, issue movement and attack commands, and compete to control the most territory. The platform includes a game server, map parser, and visualization tool. Developers can test locally, refine heuristics, optimize performance under time constraints, and submit to an online leaderboard. The system supports iterative bot improvements, multi-agent cooperation, and custom strategy research in a standardized environment.