Cisco has launched an edge computing device for on-premises AI workflows, addressing needs for real-time processing without cloud dependency. The system enables immediate data inference, optimizes bandwidth, and enhances security through local processing. Industry applications include retail customer service, manufacturing operations, healthcare diagnostics, and financial fraud detection. Built on Silicon One architecture, the device delivers high-bandwidth, low-latency connectivity with accelerated deployment capabilities. The platform incorporates zero-trust security design protecting models and data throughout AI workflows. Market forecasts suggest growing adoption of edge AI solutions driven by latency, bandwidth, and compliance requirements.