The proposal looked great. It was polished, professional and exactly the kind of document that signals control.

Then the client called... the market research in section two, the data supporting the entire recommendation, doesn't exist.  AI had made it up! Not vaguely, not accidentally, but confidently and in detail.

There’s a term for this: hallucination.

It happens when AI produces information that sounds plausible but isn’t real. And it’s becoming a familiar issue for businesses adopting these tools without clear oversight.

The intern nobody onboarded

Imagine hiring an intern and on day one handing them access to everything.

Your client files. Your email drafts. Your financial summaries. Your internal documents.

“Just figure it out. Let me know if you need anything.”

No orientation. No guardrails. No check-ins.

That’s how most businesses are adopting AI right now. Not because they’re careless. In fact, it’s the opposite. AI tools are useful, easy to access and already built into the software people use every day.

There’s an AI button in your email, another in your document editor and one in your project management tool. It feels like help has arrived. And in many ways, it has.

AI is good at drafting, summarising, organising information and speeding up work that used to take hours. It reduces friction and helps teams move faster. The issue isn’t the tool. It’s how it’s being used.

Every application seems to have AI built in now. Not every business has stopped to ask what happens when someone clicks that button.

What your unsupervised intern is really doing

When AI tools show up without a plan, three things tend to happen.

First, data gets shared in ways no one intended. Employees paste client contracts into free AI tools to get a quick summary. They drop financial data into a chatbot to format a report.

It happens more often than most businesses realise, usually without anyone flagging it. The intent isn’t careless. People are just trying to get their work done faster.

Many consumer AI tools use that input to improve their models. That means your business data may not stay private.

Second, tools nobody approved start appearing. Employees start using whatever works best for them, often without checking if it’s been vetted.

IT has no visibility into what’s being used, what those tools can access or what their terms say about ownership and privacy.

It’s shadow IT, just with AI. Quiet, widespread and building risk in the background.

Third, output gets trusted without being verified. AI is remarkably confident in how it presents information. It doesn’t pause or flag uncertainty. It produces clean, convincing content whether it’s accurate or not.

The proposal with invented statistics looked just as credible as one based on real data.

A human intern might make that mistake once. AI can do it repeatedly and at scale. That’s not a flaw. It’s how the tool works. The risk shows up when no one reviews the output.

AI doesn’t fix broken processes. It accelerates them. A disorganised business with AI just moves in the wrong direction faster.

How to supervise your intern

The answer isn’t to ban AI. That’s not realistic and it puts you at a disadvantage compared to businesses that are learning how to use it effectively. T

he answer is to treat it like a new hire with a lot of potential and no context.

Set boundaries before people start. Decide which tools are approved and which aren’t. Keep it simple. A shared list that gets updated as things change is enough. This isn’t about adding red tape. It’s about knowing what’s connected to your business.

Build in a review step. AI drafts. Humans approve. Nothing should go to a client, vendor or the public without someone reading it first. It sounds obvious, but it’s where things tend to slip.

Be clear about what not to share. Client names, contract details, financial data, employee information. None of that belongs in a consumer AI tool. If people don’t know where the line is, they’ll cross it without realizing it.

The goal isn’t perfect AI use. It’s a team that knows how to use it without creating unnecessary risk.

Want help with implementing AI within your business? Contact Pact IT Solutions today to find out how we can help.