Artificial Intelligence is rapidly shaping humanitarian response; from mapping needs to optimising aid delivery. Yet in fragile and conflict-affected contexts, these innovations can also increase risks: from data misuse to bias and misinformation. This webinar explores how we can design and deploy AI responsibly in humanitarian crises, ensuring protection, fairness, and impact. Through concrete examples and practical tools, we will highlight opportunities, challenges, and ethical decision points that every humanitarian actor should consider.