Shadow AI

What is shadow AI?

Shadow AI is employees using AI tools the company has not approved or cannot see, often with company or customer data. It is a subset of shadow IT, the older problem of unapproved software. A seller pastes a customer's contract into a free chatbot to summarize it, or a manager uploads a pipeline export to a personal AI account to build a forecast.

Why it matters to a revenue leader

Shadow AI usually signals unmet demand: people reach for outside tools because the approved ones do not help them sell. Microsoft's 2024 Work Trend Index reported that 78 percent of AI users were bringing their own AI tools to work. The risks are customer data leaving the company, contract terms breached and decisions made on outputs nobody can check. In a PE-backed company, loose data handling can also surface in diligence when the sponsor prepares to sell.

A facility services company with 24 sellers asks its team about AI use and learns that 15 sellers use personal AI accounts to write proposals and summarize site walk notes. Leadership approves one business-grade tool, sets clear rules on customer data and asks those 15 sellers which tasks they use AI for most. Use moves into a tool the company can see.