Over $50 billion is lost each year globally to automotive manufacturing inefficiencies, including unplanned downtime, quality defects, and supply chain disruptions. The shift toward agentic AI in automotive maintenance marks a new era: autonomous agents analyze, optimize, and act proactively, obliterating bottlenecks that have plagued legacy operations. From predictive vehicle maintenance to supply chain orchestration, agentic AI is driving resilient, intelligent, and self-learning workflows across the industry. Before diving into how Agentic AI is revolutionizing Automotive Maintenance and Supply Chains, let's take a moment to understand the real extent of manufacturing inefficiencies that the industry is facing today.