Campus AI AgentsA field guide 11 · 03 / 8
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Data-access and classification worksheet

List every data element the agent can read or write. Minimize before you approve.

Data inventory

Data elementSource systemClassificationLegal basisRead / writeRetentionWhy needed
Example: course enrollmentSISConfidentialFERPA, legitimate educational interestReadTerm + 1 yearGround advising answers
       
       
       

Checks

  • Each element has a data owner who has approved its use
  • Restricted data is excluded unless the tier and controls allow it
  • Interaction logs are retained no longer than needed
  • Vendor terms prohibit training on institutional data
  • Prompt-injection and exfiltration risks are reviewed for write access

Used in these scenarios

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