Executive exposure

85% of what AI says is out of your control 

Today, in 85% of cases, you are not in control of the conversation [AirOps, 2025]. Future competitiveness and managing compliance: if this is key to you, control has to become yours.

The conversation is the one AI now holds about you. Your customers, your investors, and your regulators ask it questions. It answers for you in seconds, from whatever it can reach. You are not in the room when it speaks.

This is already a buying conversation. 94% of B2B buyers use AI in their purchasing [Forrester, 2026]. Consumers now rank it among their 2 most influential purchase sources, its expected to influence more than $260 billion in e-commerce [IAB, 2025].

When the answers come out wrong, all to oftern AI takes the blame for hallucinating. The truth sits closer to home. The machine repeats the estate it was given.

None of this is news inside your building. Your digital teams have shouted about it, and fought it for years with tools that could not cover the ground. The estate outgrew them, and then the reader changed. The digital debt has come due.

EXECUTIVE RISK

What goes wrong, and the liability lands at the top

1 Safety instructions, misdelivered.

A capital equipment company publishes the procedure for working on its machinery. In a California example, the detail of what to do arrived wrong, and the equipment was never isolated before the work began. An engineer acted on bad information carrying your name.

2 Chemical handling, out of order.

The instructions were specific: what can be transported with what, how it travels, how it is stored, and the order for mixing. AI retold the sequence wrongly, with potentially dangerous impacts. Under health and safety rules, the first 2 patterns here can end with executives going to prison.

3 Annual reports, misread wholesale.

A public company's report is poorly constructed, and the structural errors mean the figures are misquoted. Wrong numbers feed into other systems, and the knock-on is considerable: the analysts, the aggregators, and the answer engines carry the error forward.

4 Design spend, working against you.

A report that cost tens of thousands to produce goes out missing its fonts, and the content arrives garbled. AI misunderstands the document and misdelivers it, and the piece built to strengthen shareholder confidence now undermines it.

5 The door left open.

An annual report published without titles and the information AI needs to index it accurately, by an organisation that also blocks AI from reading it. Asked about the company, the systems find what they can. Anyone who publishes their own version and passes it off as yours has just been handed the conversation.

 

No single role below your board sees the whole of this estate. Marketing holds a slice, legal another, operations a third, and partner sites carry copies of their own. Control of what the organisation says online is an authority question before it is a technical one, and authority of that kind comes from the top or it does not arrive at all.

 

Read the full article, look at the reasrach as to how and why PDFs have taken the positon of greater authroirty:
https://aicm.aaanow.ai/resources/where-authority-sits