Security technology company Verkada is working with Nvidia to advance what the industry calls "physical AI" — artificial intelligence that perceives and acts on the physical world rather than living purely in software.

According to Security Sales & Integration, Verkada is "accelerating" its physical AI development through its work with Nvidia. Security Systems News similarly reports that the two companies have formed a partnership to "advance physical AI capabilities."

Verkada is best known for cloud-connected security hardware such as cameras and access-control systems, a domain where AI is increasingly used to interpret video, detect events, and automate monitoring. Nvidia, meanwhile, supplies much of the computing hardware and software that modern AI systems run on. A collaboration between the two points toward embedding more advanced AI directly into physical security devices and the systems that manage them.

Beyond the fact of the partnership and its stated goal of accelerating physical AI, the source items published so far offer few specifics — they do not detail the financial terms, the exact products involved, or a timeline.

The broader context is a fast-growing push to move AI out of the data center and into the physical environment. "Physical AI" generally refers to machines and sensors that understand and respond to real-world surroundings, and pairing a security-hardware maker with a leading AI-chip company is a notable signal of where that market is heading.

Why it matters: as AI gets built into the cameras and sensors that watch over buildings and public spaces, partnerships like this one shape both the capabilities and the surveillance implications of the technology people encounter every day.