Prompt Column backfill

🚨 The Signal: Power Platform now allows bulk AI-generated content for existing Dataverse records. This feature, off by default, can auto-populate data, consuming AI credits and potentially introducing unreviewed content at scale.

The Impact

Power Platform admins are affected by new AI bulk processing, risking unreviewed data propagation and credit consumption.

• Power Platform Admins: Risk of unreviewed AI-generated data being bulk-applied.
• Security Teams: Need to monitor AI credit usage and data integrity for compliance.
• Data Owners: Potential for large-scale data changes without explicit human review.
• Compliance Officers: Increased scrutiny needed for data accuracy and AI governance.

The Action

1. Review and understand the 'Allow bulk processing of existing records' setting in Power Platform admin center.
2. Evaluate the 'Require review before processing imported prompt columns' setting; keep it enabled for manual review.
3. Establish a process for reviewing bulk AI-generated content before approval.
4. Monitor Copilot/AIB credit consumption for bulk processing jobs in System Jobs.
5. Update internal AI governance policies to address bulk content generation and review.

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