Upstream delivers a cloud-based, AI-powered data management platform purpose-built for connected vehicles, smart mobility, and the Physical AI ecosystem. The Upstream Platform transforms fragmented, distributed mobility data into centralized, structured, and contextualized data lakes, unlocking its full potential. By leveraging this data, Upstream empowers customers and partners with advanced, AI-driven applications across various use cases, including cybersecurity detection and response (XDR), AI & API security, misuse detection, proactive quality monitoring and detection (PQD), usage-based insurance, and more.