The Upstream Platform is a real-time XDR platform for connected mobility. It aggregates and analyzes vast amounts of data feeds, including telematics, OTA, and API. In-depth analysis combined with behavioral profiling capabilities allows you to provide critical and actionable insights and monetization options. The Platform is purpose-built for connected vehicle data and smart mobility services. It was developed with mobility domain knowledge embedded, automotive data from millions of vehicles and telematics servers worldwide, ongoing mobility asset research, and extensive automotive maintenance strategy expertise. The Upstream Platform was designed for connected mobility frameworks and includes the necessary contextual understanding to detect and prioritize actionable mobility incidents. Both simple logic and complex AI detectors surface various anomalies and insights from the component level to complex application-to-vehicle interactions.