AI agents don't always understand how companies work. This startup raised $5.2 million to solve that.

What happened: Zeroset emerged from stealth with $5.2 million in pre-seed funding to build models that give AI agents an updated picture of how a company operates. Its first product, Nebula, connects to tools like Microsoft 365, SharePoint, Outlook, Teams, and GitHub. Key numbers: $5.2 million pre-seed round co-led by Gradient and Why it matters: Zeroset says off-the-shelf models lack knowledge of how an enterprise works, and it indirectly competes with Mem0 and Zep, which build memory infrastructure for AI agents. It is in a closed research preview and plans to expand access progressively.

Zeroset emerged from stealth with $5.2 million in pre-seed funding to build models that give AI agents an updated picture of how a company operates. Its first product, Nebula, connects to tools like Microsoft 365, SharePoint, Outlook, Teams, and GitHub.

Zeroset says off-the-shelf models lack knowledge of how an enterprise works, and it indirectly competes with Mem0 and Zep, which build memory infrastructure for AI agents. It is in a closed research preview and plans to expand access progressively.