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AI Security·Updated 2026-10-21

What is an AI acceptable use policy and what should it cover?

Short answer

An AI acceptable use policy tells staff which AI tools they may use, for what, and with which data. It should cover approved tools, prohibited data, human review of AI output, disclosure to customers where relevant, who approves new tools, and how to report problems.

The details

Keep it short enough that people read it, and pair it with a list of approved tools. Frameworks such as the NIST AI Risk Management Framework and ISO/IEC 42001 can guide a fuller AI governance program as use grows.

What to do

  • List approved tools and the accounts to use.
  • Define data that must never be entered.
  • Require human review before AI output reaches customers.
  • Name who approves new AI tools.
  • Review the policy at least once a year.

Terms explained

NIST AI RMF
The NIST AI Risk Management Framework is voluntary guidance for managing AI risks, organized into four functions: Govern, Map, Measure and Manage.
Shadow AI
Shadow AI is the use of AI tools inside an organization without approval or oversight from IT, security or compliance.
ISO/IEC 42001
ISO/IEC 42001 is the international standard that specifies requirements for an artificial intelligence management system (AIMS).

Sources

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