Microsoft Dataverse - Run Prompt Columns on existing records in bulk

🚨 The Signal: Dataverse now allows bulk execution of generative AI prompts on existing records. This increases the risk of sensitive data exposure, prompt injection, and data integrity issues if not properly governed.

The Impact

Security teams and data owners are affected by increased risk of data exposure and integrity issues due to bulk AI processing of sensitive information.

• Security teams face new challenges in monitoring and auditing AI-generated content for sensitive data.
• Data owners must re-evaluate data classification and access controls for AI-processed records.
• Compliance officers need to assess new risks related to data privacy and regulatory adherence with bulk AI operations.
• AI governance teams must develop policies for prompt engineering and output validation to prevent misuse.

The Action

1. Review and update Dataverse security roles and permissions to restrict who can run bulk AI prompts.
2. Implement data loss prevention (DLP) policies within Dataverse to detect and prevent exposure of sensitive AI-generated content.
3. Establish clear AI usage policies for prompt engineering and data handling within Dataverse.
4. Monitor Dataverse audit logs for bulk AI prompt execution and data modifications.
5. Conduct a privacy impact assessment (PIA) for Dataverse environments utilizing bulk AI prompt capabilities.

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