Why Distributed Architecture Is The Real AI Bottleneck

Gopi Duddi, CTO at Couchbase, highlights that enterprise AI often overlooks data architecture challenges posed by agentic AI workloads. Traditional databases struggle with AI's unpredictable, high-volume data access patterns, causing performance bottlenecks. Vertical scaling is insufficient; distributed architectures are essential for production AI systems.