Empowering frontier firms with the Case Management Agent (Advancing autonomous and semi-autonomous case lifecycle management in Dynamics 365 Customer Service).
Real-time User Journey
This journey illustrates the Fully Autonomous workflow for an email-based customer inquiry:
- Inquiry Receipt: A customer sends an email regarding a malfunctioning device.
- Autonomous Creation: The Case Management Agent (CMA) detects the intent, creates a new case, and automatically populates fields (Priority, Product Category, etc.) using AI-powered prediction.
- Intelligent Triage: The CMA realizes it needs more details. It automatically sends a follow-up email to the customer with specific clarifying questions.
- Resolution Logic: Once the customer replies, the CMA searches the knowledge base and triggers a custom agent (configured with the firm’s specific troubleshooting logic).
- Proposal & Follow-up: The CMA drafts and sends a resolution email. It then waits for a predefined interval (SLA-based).
- Autonomous Closure: After sending a satisfaction confirmation and receiving no further objections within the set timeframe, the CMA closes the case and triggers the Knowledge Management Agent to document the fix.
Step-by-Step: How to Enable This Feature
To enable and configure the Case Management Agent, follow these administrative steps:
- Step 1: Admin Center Access
Sign in to the Customer Service admin center or Contact Center admin center.
- Step 2: Navigate to Autonomous Agents
Go to Operations > Insights > Autonomous service agents (preview).
- Step 3: Configure Case Creation Rules
Under the CMA settings, define the field mappings and business context (e.g., which channels like email or chat should trigger the agent).
- Step 4: Set Resolution Parameters
Select the Knowledge Bases the agent should access and link any Custom Agents or Power Automate flows required for specialized resolution logic.
- Step 5: Define Communication Templates
Choose the email templates for “Clarifying Questions” and “Proposed Resolution.” Set the Timing Intervals for follow-ups and the conditions for automatic closure.
- Step 6: Toggle Autonomy Level
Decide if the agent should run in Semi-autonomous mode (drafting for human review) or Fully autonomous mode (direct interaction with customers).
Infographic: CMA Lifecycle Automation
| Phase | Capability | Benefit |
| Creation | Auto-detection of intent across voice, chat, and email. | Eliminates manual data entry and triage. |
| Resolution | Drafts context-aware emails; triggers custom logic. | Accelerates time-to-resolution with expert accuracy. |
| Escalation | Proactively identifies when a human or supervisor is needed. | Ensures complex issues never fall through the cracks. |
| Follow-up | SLA-based check-ins to ensure customer satisfaction. | Improves customer sentiment without agent effort. |
| Closure | Fully automated case resolution and record update. | Maintains clean data and closes the “Knowledge Loop.” |
References