Observe usage, not content
For a first inventory, the useful signal is the AI tool domain, not what employees type into the tool.
AI mapping
AI usage mapping: detect shadow AI without monitoring content
Shadow AI appears when teams adopt AI tools before they are officially governed. Mapping makes usage visible without turning inventory into surveillance.
Understand context
The same tool can be low-risk for drafting and sensitive if it influences an HR decision.
Move from discovery to action
A useful map creates statuses: approved, frame, document, review or escalate.
Simple method
Use this as a starting point before involving legal or compliance specialists.
- Detect AI domains.
- Group by team.
- Ask declared usage.
- Identify sensitive use cases.
- Define next action.
FAQ
Does mapping read prompts?
No. A privacy-by-design approach avoids prompts, files, conversations and business content.
Why call it shadow AI?
Because AI tools are often adopted before they are declared or approved.
What is the first expected result?
A clear map of tools used and use cases to review.
See what AIMapper produces
Explore a sample report, then join the beta to build your first AI inventory.