Upstream Recognized as a Leader and Outperformer in GigaOm’s 2026 Cybersecurity XDR Radar
Upstream was named for its unique architectural innovation, utilizing live digital twins and its Ocean AI suite to secure Physical AI, IoT, and connected products.
Birmingham, MI (March 21, 2026) – Upstream, the leading provider of a cloud-based AI platform purpose-built for connected vehicles, smart mobility, IoT, and the Physical AI ecosystem, today announced that GigaOm has named it a Leader and Outperformer in its 2026 Radar for XDR. GigaOm analysts lauded Upstream’s specialized approach, noting that the company has “carved out a distinct niche by providing XDR capabilities specifically tailored to the unique telemetry and architectural requirements of connected vehicles and mobility environments”. GigaOm’s recognition comes as the market transitions toward operational maturity, moving beyond basic monitoring to sophisticated and AI-powered detection and response.
The report noted that “the company’s focus on the convergence of cybersecurity and business intelligence for the automotive sector has allowed it to maintain a high development velocity that consistently outpaces broader, general-purpose competitors.”

Leveraging the Power of Live Digital Twins Layered with Purpose-Built AI Models
“Our Leader and Outperformer position are a direct result of our unique architectural approach, delivering holistic detection, investigation and response (XDR) across three critical layers: the product (connected IoT systems), the backend infrastructure (cloud services and telematics), and connected applications (APIs),” said Yoav Levy, Co-founder and CEO of Upstream.
“Our secret sauce lies in our live digital twins, which provide granular visibility into the state and behavior of assets across the perimeter, including devices, connected apps, cloud services, and third-party systems. These digital twins serve as the essential, AI-ready layer of our platform, providing the high-fidelity context required for effective detection and investigation and supporting the continuous proliferation of AI and Agentic AI capabilities.”
A key driver of Upstream’s innovation is Ocean AI, the platform’s comprehensive AI suite. Leveraging the live digital twins, Ocean AI utilizes purpose-built ML models to address sophisticated and unknown threats, Generative AI capabilities to accelerate triage, threat hunting, and investigations, as well as Agentic AI automations enabling humans and agents to work together.
High Data Throughput Coupled with Domain Expertise
Upstream’s position in the “Leaders” circle of the Radar is a direct result of its top-tier performance across critical technical and business criteria. The platform is recognized for its Scalability and Ecosystem integration, reflecting a cloud-native, elastic architecture that scales across global operational footprints.
The report further emphasizes Upstream’s strengths in Device Discovery, Risk Prioritization, and Ease of Use, underscoring a commitment to simplifying complex SOC operations through an agentless model and advanced data normalization and machine learning modeling. In the Emerging Features category, Upstream is noted for its leadership in Native Protocol Inspection, which validates its role in securing the future of Physical AI.
The report states that “Upstream Security is the premier choice for automotive OEMs and smart mobility providers that need to secure large-scale, heterogeneous fleets of connected vehicles. The platform’s ability to model complete vehicle states using digital twins and normalize data via the Universal Dictionary makes it indispensable for detecting sophisticated attacks against mobility infrastructure.”
Access the full GigaOm 2026 XDR Radar report here.
About Upstream
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), API security, misuse detection, proactive quality monitoring and detection (PQD), usage-based insurance, and more.
