Cisco launched new edge infrastructure specifically designed to handle demanding AI workloads. Most existing edge hardware lacks the compute power for local inference. This update integrates AI-ready silicon and networking to reduce latency. Practitioners can now deploy models closer to data sources without relying on centralized cloud clusters for every request.