Dynamics 365 Customer Service: Copilot and AI innovation - Classify emails by category and subcategory with Case Management Agent

🚨 The Signal: Dynamics 365 Customer Service now automatically classifies inbound emails using AI, categorising them for automated handling or agent review. This streamlines email processing, potentially reducing human exposure to irrelevant or malicious content.

The Impact

Security teams and administrators are affected by new AI-driven data processing, introducing risks related to data classification accuracy and potential for misdirection of sensitive information.

• Security Teams: Risk of misclassification of sensitive data by AI.
• Administrators: Need to configure and monitor AI classification rules to prevent security gaps.
• Data Owners: Potential for sensitive information to be routed incorrectly if classification fails.
• Compliance Teams: New AI processes require review for data handling and privacy compliance.

The Action

1. Review Dynamics 365 Customer Service email classification settings for default behaviours.
2. Define and test custom email classification taxonomies and conditions to ensure accurate routing.
3. Implement monitoring for misclassified emails to identify and correct AI model inaccuracies.
4. Establish a process for manual override of AI classifications for sensitive or critical emails.
5. Document AI classification logic and data handling for compliance with ISM controls.

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