The Dutch healthcare system suffers from the ‘care gap’: its inadequacies to deliver healthcare services for growing numbers of clients. AI-systems are designed to remedy these problems, but for social acceptance these innovations must be realized with a human-centric approach. The research focuses on the impact of introducing social AI-agents in a healthcare social network.