Device‑side agent compute

An AI agent is software that takes actions for you, and the new pitch is to run more of that software on the device in front of you. Qualcomm, Crestron, and Cisco are all pushing that model into PCs, room systems, and embedded hardware. (qualcomm.com) (crestron.com) (help.webex.com) Qualcomm used an April 24 developer post to show OpenClaw and Hermes running on hardware from the Arduino UNO Q and Rubik Pi 3 to Snapdragon X2 Elite Extreme PCs. The company described those tools as lightweight orchestrators that connect models to files, websites, and system functions rather than running the model themselves. (qualcomm.com) That matters because the smallest Qualcomm examples are sub-$100 single-board computers, while the top end is a laptop-class Snapdragon X2 Elite Extreme system. Qualcomm said the same agent frameworks can be isolated on cheaper edge hardware with limited credentials to reduce risk around business and personal data. (qualcomm.com) Crestron made a similar move in meeting rooms on January 20, when it introduced Collab Compute as a hardware core for Microsoft Teams Rooms and Zoom Rooms on Windows. Crestron said the box uses Intel Core Ultra processors with integrated neural processing units, the AI engines built to handle local inference workloads. (crestron.com) Crestron tied that local compute to specific room features: auto-framing, speaker identification, real-time transcription, and other AI-enhanced meeting functions. The company’s argument is that older room PCs and fixed appliances struggle to sustain those workloads as rooms add more cameras, audio processing, and software layers. (crestron.com) Cisco’s side of the story is less about a new compute box and more about putting meeting tasks directly on collaboration endpoints. Its April 15 RoomOS 26.5.1.3 release added support for Desk Pro G2, and Cisco’s documentation says the device can act as a workstation, a huddle-room endpoint, and a docking display. (help.webex.com) (cisco.com) Cisco says Desk Pro G2 has a 27-inch 4K touch display, a dual-camera system with a 48-megapixel tele lens and a 105-degree wide-angle lens, and support for groups of up to five people. The company also says One Button to Push can place a green Join button on Board, Desk, and Room devices just before a scheduled meeting starts. (cisco.com) (help.webex.com) Cisco’s Room Navigator extends that device-first model to the wall outside the room. Cisco says the panel can show availability, display calendar details, let users reserve a room, and check people into meetings without opening a laptop. (webex.com) (help.webex.com) Put together, the shift is from cloud-only assistants toward local systems that can see the room, hear the meeting, and react on the spot. The tradeoff is that companies now have to manage more capable edge hardware across desks, huddle rooms, and embedded devices instead of treating endpoints as dumb screens. (qualcomm.com) (crestron.com) (webex.com) The common thread is simple: the device in the room is becoming the computer. Qualcomm is pushing that idea down to boards and up to PCs, while Crestron and Cisco are turning meeting hardware into the place where more of the AI work actually happens. (qualcomm.com) (crestron.com) (cisco.com)