Shadow AI: Managing Unauthorized AI Tool Usage
February 01, 2026
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1 min read
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Table of Contents
Employees using unauthorized AI tools create security risks.
Shadow AI Risks
- Data leakage to AI providers
- Confidential information exposure
- Compliance violations
- Intellectual property risks
- Inaccurate outputsCommon Shadow AI
- ChatGPT/Claude for work docs
- AI coding assistants
- Image generation tools
- Meeting transcription
- Email writing assistantsGovernance
- Establish AI use policy
- Provide approved alternatives
- Monitor for unauthorized use
- Data classification training
- Regular audits
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