This whitepaper explores how IoT is transforming powertrain systems in modern vehicles by enabling real-time monitoring, predictive maintenance, and data-driven optimization. It explains how continuous data collection from sensors allows OEMs to detect anomalies early, reduce downtime, and improve performance. The paper highlights benefits such as remote diagnostics, improved efficiency, and new service-based business models. It also discusses challenges including large-scale data management, security risks, interoperability issues, and incomplete automation coverage. The proposed solution is a unified testing framework that integrates device and application-level testing to achieve end-to-end validation, ensuring reliability and efficiency in increasingly complex automotive IoT ecosystems

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