This talk presents PUBG Ally, a voice-enabled AI teammate built to communicate, coordinate, and act alongside players in real-time gameplay. I’ll share the core system design, lessons from training and evaluation with real players, and insights from live deployment. The talk focuses on the practical challenges of building AI teammates and what they could enable for the future of games.