Systemic autoinflammatory diseases (SAIDs) are rare, highly dynamic, and heterogeneous conditions of short, violent episodes of immune over-activation. This project aims to develop a novel analytic approach to overcome the diagnostic challenges in SAIDs. By doing so, we aim to not only accelerate the diagnosis but also to allow for personalized patient interventions.