There’s a good chance AI is already doing real work inside your business. It’s drafting emails, summarizing documents, suggesting replies in your help desk, and crunching numbers in tools your team opens every day. Most of it got switched on fast, often without anyone deciding it should be.
Here’s a question almost nobody asks until it’s too late: if one of those tools did something it shouldn’t, how quickly could you stop it?
Most owners can’t answer that. Neither can the people whose job is to know.
ISACA, a professional association for IT audit and security, ran a survey of digital trust professionals in early 2026 and asked exactly this. Almost three in five (59%) said they didn’t know how fast their organization could halt an AI system during a security incident. Only about one in five (21%) said they could do it inside half an hour. These are the people who audit and secure this stuff for a living. If they’re unsure, the business owner relying on them is in worse shape.
AI isn’t one app with an off switch
When people picture AI at work, they picture someone typing into ChatGPT. That’s the small version. The bigger version is the AI baked into the software you already pay for: Microsoft 365 Copilot, your CRM, your accounting platform, your phone system, your support inbox, and increasingly the AI built into the web browsers your team uses. You didn’t install it as a project. It arrived as a feature update and started touching client data, billing, and decisions.
That’s the part that matters for a business. A consumer playing with a chatbot has nothing at stake. You have client files, regulated data, and money moving through these systems. When the AI inside one of them is wrong, it’s wrong about your business, in front of your clients, on your liability.
The problem isn’t AI. It’s that nobody’s managing it.
Think of it like a new employee who showed up without being hired. Nobody onboarded them. They have keys to the building and a login to your client files. They make decisions all day, and they don’t report to anyone. You’d never run your business that way with a person. A lot of companies are running it that way with AI.
The research backs this up. A third of organizations (33%) don’t even require staff to disclose when they’ve used AI in their work, so leadership has no clear picture of where it’s running. One in five (20%) don’t know who would be accountable if an AI tool caused harm, and only 38% point to an owner or executive. When responsibility is fuzzy, response is slow. The thing you needed to stop in ten minutes runs for an hour while people figure out whose problem it is.
Then there’s the part after the mess. Fewer than half of those surveyed were confident they could investigate and explain a serious AI incident to leadership or a regulator. That’s the call you don’t want to make to a client, an insurer, or your attorney with nothing but a shrug.
The survey that produced these numbers was tied to the EU AI Act, which is European law and doesn’t apply to a business here in the Valley. But you don’t need a European regulator to care about this. Your clients are starting to ask how you handle their data with AI. Cyber insurance applications are starting to ask too. And if your firm touches health records or California consumer data, you already have rules to answer to. The regulator changes by zip code. The exposure doesn’t.
Treat it like any other critical system
This is a governance problem, not a software problem. Governance is a heavy word for a simple idea: clear rules, real visibility, and a name attached to who’s in charge.
Three things get you most of the way there. Find out which tools in your business are using AI, including the ones that turned it on through an update. Assign an owner for each one, a real person responsible for how it’s used and what happens when it misbehaves. And confirm you can actually pause or shut each one off, and that someone knows how.
None of that slows your business down. It’s the same oversight you already apply to your network, your backups, and your financials. AI just got added to the list of things that can hurt you, and it skipped the part where you set it up properly.
So, back to the question. If an AI tool in your business went sideways this afternoon, could you find it, switch it off, and explain what happened? If you’re not sure, mapping that out is exactly the kind of work we can help you do. Get in touch and we’ll start with where AI is running in your business today.