AutoML for Agent Fleets, Without the Vendor Bill

The author implemented an AutoML layer for an AI agent fleet, enabling efficient routing of only necessary agents for specific customer profiles, thereby increasing throughput without incurring additional costs. This simple, transferable method highlights the cost-effectiveness of AI optimization outside academic circles.