Dell and Microsoft Push AI Processing to Desktop PCs

Enterprises are shifting AI workloads from costly cloud infrastructure to on-device processing as token costs outpace budgets. Dell's new Deskside Agentic AI offering lets companies run autonomous agents locally on workstations, with projected break-even against cloud costs in as few as three months. Microsoft is repositioning Windows as a governed canvas for agentic AI, using tools like Windows AI Foundry, Intune, and Entra to manage identity and security. Both companies argue that employee desktops are the most underutilized asset in enterprise AI, capable of running emerging 13-billion-parameter models locally.