This webinar examines the opportunities, challenges, and key considerations involved in moving responsible AI solutions for health beyond pilot projects toward sustainable scale in low-resource settings. The discussion focuses on the governance, implementation, financing, contextual, and monitoring conditions required to support equitable and system-ready adoption, with attention to ensuring that AI solutions are responsive to local health system needs and can be responsibly integrated at scale.