Microsoft Dataverse - Run prompt columns on existing records in bulk (backfill)

🚨 The Signal: Dataverse now allows bulk AI prompt execution on existing records. This enables large-scale generation of AI insights from historical data, increasing the potential for sensitive data exposure through AI processing.

The Impact

Dataverse administrators and security teams are affected by increased risk of data exposure and misuse through AI processing of historical data.

• Dataverse Admins: New capabilities for bulk AI processing require careful configuration to prevent unintended data exposure.
• Security Teams: Need to reassess data classification and AI governance policies for bulk processing scenarios.
• Compliance Officers: Must ensure AI processing aligns with data handling regulations and privacy requirements.
• End Users: May inadvertently process sensitive data with AI if not properly guided by policy.

The Action

1. Review and update data classification policies to include AI-processed outputs and historical data.
2. Establish clear guidelines for Dataverse prompt column usage, especially for bulk operations.
3. Implement data loss prevention (DLP) policies to monitor and restrict sensitive data processed by AI prompts.
4. Conduct security awareness training for users on responsible AI usage and data handling within Dataverse.
5. Regularly audit Dataverse AI prompt column usage and data access logs for anomalies.

Domain: Agentic-AI · Impact: high · Workload: Other