Microsoft Dataverse - Bulk generate prompt column values for existing records (backfill)

🚨 The Signal: Dataverse now allows bulk AI generation of prompt column values for existing records. This introduces new risks for data integrity, compliance, and potential for AI-driven data manipulation if not properly governed.

The Impact

Power Platform administrators are affected, facing risks of data integrity issues and compliance breaches if AI-generated content is not reviewed.

• Power Platform Admins: Risk of unreviewed AI-generated data impacting data quality.
• Security Teams: New attack surface for data manipulation and compliance violations.
• Compliance Officers: Increased risk of non-compliance with data privacy regulations.
• Data Owners: Potential for AI-generated content to alter critical business data.

The Action

1. Review and enable 'Allow bulk processing of existing records' in Power Platform admin center only if required.
2. Ensure 'Require review before processing imported prompt columns' remains enabled by default.
3. Establish a formal review process for all bulk AI-generated content jobs before execution.
4. Monitor Copilot/AIB credit consumption and system jobs for unusual activity or excessive usage.
5. Update data governance policies to include AI-generated content review and approval workflows.

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