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