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

🚨 The Signal: Dataverse now allows bulk AI prompt execution on existing records, generating insights from historical data. This increases the potential for AI-driven data exposure and requires careful governance of AI outputs.

The Impact

Security teams and data owners are affected by increased risk of sensitive data exposure through AI-generated content.

• Security teams: Increased risk of sensitive data exposure via AI outputs.
• Data owners: Need to validate AI-generated content for accuracy and sensitivity.
• Compliance officers: New considerations for data retention and classification of AI-derived insights.

The Action

1. Review Dataverse security roles and permissions for users creating/running AI prompt columns.
2. Establish data classification policies for AI-generated content within Dataverse.
3. Implement data loss prevention (DLP) policies to detect and prevent oversharing of AI-derived sensitive information.
4. Develop an AI governance framework for prompt engineering and output validation in Dataverse.

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