AI RESEARCH
Autonomous Edge-Deployed AI Agents for Electric Vehicle Charging Infrastructure Management
arXiv CS.AI
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ArXi:2603.08736v1 Announce Type: cross Public EV charging infrastructure suffers from significant failure rates -- with field studies reporting up to 27.5% of DC fast chargers non-functional -- and multi-day mean time to resolution, imposing billions in annual economic burden. Cloud-centric architectures cannot achieve the latency, reliability, and bandwidth characteristics required for autonomous operation. We present Auralink SDC (Software-Defined Charging), an architecture deploying domain-specialized AI agents at the network edge for autonomous charging infrastructure management.