08 / Trust & Governance
Shadow AI
Staff using AI tools the organisation has not approved, often with company data, because the approved options are missing or worse.
How you’ll hear it
“We have not rolled out AI yet.”
“Your staff have. That is shadow AI.”
Avoid
Answering with a ban alone. It pushes the use out of sight rather than stopping it.
The longer version
Shadow AI appears when people find AI useful and have no sanctioned way to use it. The risk is data leaving the organisation without oversight. The lasting fix is good approved tools, clear guidance and training, so the safe route is also the easy one.
In depth
Shadow AI is the use of AI tools the organisation has not approved, usually because they are genuinely useful and no sanctioned alternative exists. Surveys consistently find that many employees use AI at work without telling anyone.
The main risk is data. Contracts, customer details, code and strategy documents end up in consumer tools with unknown retention and training terms. There is also a quality risk: output is used without anyone knowing AI was involved, so nobody checks it.
Bans rarely work. They push use onto personal phones and out of sight, where it is even harder to manage. Shadow AI is best read as a signal: people have found real value, and the organisation has not yet provided a safe way to capture it.
The durable fix is to make the safe route the easy one.
What to do
- Ask people, without blame, which AI tools they actually use and for what.
- Provide an approved tool that covers the most common uses, with data protection in place.
- Publish short, plain guidance on what may and may not be pasted into AI tools.