No code AI agents make business automation faster, but unmanaged creation can turn that speed into shadow AI risk.

This video explains how missing ownership, data limits, and approvals can leave customer requests unchecked. Agents created outside official visibility may process refunds, withdrawals, and returns without adequate oversight. The intent is not always malicious. Convenience can still leave teams without a clear owner or control model.

CrossClassify fits at the customer request layer. It does not manage agent creation. It checks who is behind each request, whether that is a trusted owner, a suspicious device, or a bot. This gives businesses greater visibility where unmanaged agents interact with customers.