All sectorsBoards, IT & compliance leadersEspecially regulated industries

Shadow AI: Visibility, Risk & Safe Adoption

Your staff are already using AI. The only question is whether you can see it. We help you discover which AI tools are actually in use, risk-score them against your data, and establish practical governance that keeps the productivity without the exposure.

The challenge

Your staff are already using AI - the only question is whether you can see it. Employees paste client data, personal information and intellectual property into free public AI tools to get their work done faster. The productivity is real; so is the data leakage, and free-tier prompts can be retained, used for training, and in documented cases reconstructed by third parties.

What the AI does

  • Discovers which AI tools are actually in use across your organisation, via firewall, endpoint and browser analysis
  • Risk-scores each tool against what data is flowing into it
  • Establishes a practical Acceptable Use Policy that channels demand to safe, approved tools rather than banning everything
  • Provides governed alternatives so staff keep the productivity without the exposure

In practice

The HR discovery: a first audit finds CVs and salary details being pasted into a free AI tool to "tidy up" job descriptions - well-intentioned, productive, and a data breach waiting to be reportable.

The quiet power user: one analyst has built half their workflow on an unapproved AI tool. The answer is not discipline - it is recognising the demand and providing a governed equivalent before the habit spreads unmanaged.

The board question: "are we exposed?" gets a precise answer: which tools, which data, which users, ranked by risk, with a costed plan to keep the productivity and remove the exposure.

Evidenced results

Majority
of organisations find unsanctioned AI use on first audit
CETSAT engagement experience
PII + IP
the two most common data types found in public AI prompts
Published security research
ISO 0
alignment built into every CETSAT AI governance framework
With NIST AI RMF mapping

Note: Blanket bans fail - staff route around them on personal devices. The effective pattern is visibility first, then governed provision of the capability people clearly want.

How it's delivered

Service pathway: Advisory

A fixed-scope Shadow AI Assessment: discovery across your network and endpoints, a risk-scored tool inventory, board-ready findings, and a pragmatic policy and approved-tool roadmap. Repeatable quarterly or annually as your AI usage evolves.

The assessment journey

1

Discover

Network, endpoint and browser-level discovery of actual AI tool usage across the organisation - no reliance on self-reporting.

2

Assess

Each tool risk-scored against the data flowing into it; findings presented in a clear, board-ready report.

3

Govern

Practical acceptable use policy, an approved-tool pathway, staff guidance, and a quarterly re-scan cadence.

Frequently asked questions

Find out what AI tools your staff are actually using

Take our free AI Readiness Score to assess your governance maturity, or book a Shadow AI Assessment to get precise visibility and a pragmatic policy.