Digital health coaching apps are revolutionizing the way individuals manage their health and wellness, providing personalized support directly from the palm of their hands.Designed for diverse groups, including cancer patients and those seeking help with medication adherence, these innovative apps leverage advanced technologies like reinforcement learning in healthcare and just-in-time adaptive interventions to tailor support as needed.