These are tools your team started depending on last year. Most organizations never added them to the asset inventory they patch and monitor. They're software, and software has vulnerabilities, but few teams are treating them that way yet.
Separately this week: an AI agent was found running administrative commands against a company's production identity infrastructure with safety rails explicitly disabled. No human reviewed the actions before they executed.
The pattern across all of these is not that AI is dangerous. The pattern is that AI tools are being adopted faster than the risk conversation is happening. The same organizations that would never deploy a new software stack without a security review are letting AI tools land on production environments through informal channels, individual experimentation, and well-meaning IT requests that skip the review step.
The question worth asking this week is not whether your team should use AI. They will, and many of the use cases are genuinely valuable. The question is whether your organization has a way to know which AI tools are running, who installed them, what data they can access, what actions they can take, and who reviews those actions before they touch production.
If nobody can answer those questions today, that's the risk surface. Not the tools themselves. The absence of the inventory.
This is the same risk-mechanic conversation that organizations have already had about cloud services, third-party SaaS, and remote access tools. AI is the newest entry in that pattern. The organizations that handle it well will be the ones that treat AI adoption like any other technology adoption: with a defined approval path, documented data-handling expectations, and a baseline understanding of what each tool actually does before it gets credentials.
NexusTek is a CMMC L2-certified managed service provider serving small and mid-sized businesses across the United States.