Automotive AI Integration Approaches: Centralized vs. Distributed Architectures

Choosing the Right Architecture for Intelligent Vehicle Systems One of the most consequential decisions in modern platform development involves selecting the computing architecture that will your AI capabilities. The choice between centralized and distributed approaches fundamentally shapes everything from component integration testing to supply chain strategy. After working on implementations using both paradigms, I've seen how this architectural decision ripples through every aspect of systems engineering, embedded software development, and ultimately vehicle production economics.