AI-Use Rules That Protect Confidential Information

AI Navigate Original / 5/16/2026

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Key Points

  • The biggest org AI risk is confidential leakage; rules over tech
  • Include classification, per-tier permission, approved-tool whitelist
  • Add masking, training-use off, and logs
  • Provide safe alternatives and concrete OK/NG to prevent shadow use

AI-Use Rules That Protect Confidential Information

The biggest risk of using AI in an organization is leakage of confidential information. Prevent it with "rules and operations" more than technology.

Items the Rules Must Include

  1. Information classification: e.g., 4 tiers of public/internal/confidential/personal

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