The automotive industry is transitioning to Software-Defined Vehicles (SDVs) that are intelligent, connected nodes within an AI-native ecosystem. Google's Android Automotive OS (AAOS) SDV provides the foundational in-vehicle platform, abstracting core functions into reusable services for a modular architecture. This decoupling allows services to run independently, even when the vehicle is parked, enabling continuous telemetry access. The AAOS SDV platform accelerates development through cloud-based digital twins and service discovery. Valtech's Nexus SDV platform leverages AAOS SDV to manage vehicle resources and stream high-frequency telemetry data.Google Cloud, particularly Bigtable, acts as the data backbone for massive automotive and manufacturing telemetry datasets. Bigtable handles high ingestion rates and rapid latency, supporting diverse sensor data within a unified structure. AI-native vehicles, or AIDVs, embed AI at every architectural level for autonomous design and proactive actions. This approach collapses data silos common in legacy systems, providing unified contextual understanding. Nexus SDV, built on Google Cloud, integrates with AAOS SDV to offer a standardized data foundation for OEMs to create unique brand experiences.The Nexus SDV platform utilizes components like Gemini Enterprise Agent Platform and BigQuery, with security integrated through a "Defense-in-Depth" model. A key use case is predictive maintenance, where Nexus SDV, Bigtable, and AI models transform reactive maintenance into a proactive service. By monitoring telemetry streams, AI can detect early signs of wear and trigger automated actions like notifying the driver or ordering parts. This AI-native Nexus SDV platform offers a sophisticated, end-to-end connected vehicle ecosystem for current mobility demands.