Akamai Deploys AI Inference Across 4,400 Edge Sites with Orchestrated GPU Grid

Summary

Akamai is expanding its AI inference capabilities by deploying an orchestrated GPU grid across its global network of approximately 4,400 edge sites. This initiative positions Akamai as a major player in distributed AI inference, leveraging its existing CDN infrastructure to bring GPU compute closer to end users and reduce latency for AI workloads. The approach represents a significant architectural shift from centralized hyperscale data centers toward highly distributed edge-based inference. Th