AIVORIX OS™ | Automotive Reliability in the Age of Software-Defined Vehicles | November 2026

Modern automotive systems depend on interconnected electronics, software, sensors, manufacturing processes, and increasingly AI-assisted technologies. This independent research paper examines whether persistent organizational memory, AI governance, Intent, lifecycle traceability, and human oversight could complement existing automotive engineering and service systems. Using AIVORIX OS as a proposed framework, it explores authorized continuity across recurring repairs, software changes, manufacturing investigations, and governance decisions. It recognizes existing automotive technologies, intellectual-property rights, and regulatory responsibilities; proposes no replacement of embedded systems or manufacturer authority; and presents legal and technical boundaries and an empirical research framework. No automotive deployment, safety certification, OEM endorsement, or real-world performance improvement is claimed.