For over 14 years, dacadoo has been at the forefront of AI-driven health engagement. From leveraging statistical AI in our Health Score & Risk Engine to carefully integrating Generative AI (Gen AI), we have continuously evolved our AI capabilities to support healthier lives worldwide. This article explores how dacadoo combines traditional AI methods with new Gen AI innovations, always with a focus on responsible and impactful technology deployment.