From systems of record to systems of action: Dynamics 365, agentic business applications for the frontier

From systems of record to systems of action: Dynamics 365, agentic business applications for the frontier

(A strategic shift where AI agents move beyond simple data storage to autonomously driving decisions and business outcomes).

Real-time User Journey: The Quality Evaluation Agent

The post highlights several agents; one of the most prominent is the Quality Evaluation Agent (GA October 24, 2025). Here is a journey for a Customer Service Supervisor:

1. Massive Data Influx: A contact center handles 10,000 interactions a day. Historically, supervisors could only manually review 1-2% of these calls.
2. Autonomous Evaluation: The Quality Evaluation Agent works in the background, automatically reviewing 100% of conversations (both human and AI-led) against company rubrics.
3. Anomaly Detection: The agent flags a sudden trend where customers are unhappy with a specific refund policy.
4. Real-time Alert: The Supervisor receives a “Service Quality Pulse” notification on their dashboard, highlighting the specific anomaly and providing a summary of the sentiment drop.
5. Data-Driven Action: The Supervisor opens the Quality Dashboard to see AI-generated scores for empathy, accuracy, and compliance.
6. Resolution: Based on these 100% accurate insights, the Supervisor immediately updates the agent training materials and adjusts the refund business logic, resolving a systemic issue in hours rather than weeks.

Step-by-Step: How to Enable These Features

To move your organization toward “Systems of Action,” follow these steps to activate the new agents:

• Step 1: Dataverse Consolidation

Ensure your data is unified in Microsoft Dataverse. Agents require a clean, structured data foundation to “act” across silos.

• Step 2: Access the Agent Hub

Log in to the Dynamics 365 Admin Center. Navigate to the Agent Hub, which serves as the control center for all agentic applications.

• Step 3: Activate Specific Agents
  • For Sales: Enable the Sales Close Agent (Public Preview Oct 25) to prioritize high-value deals.
  • For Service: Enable the Quality Evaluation Agent (GA Oct 24) to monitor conversation quality.
  • For Field Service: Enable the Scheduling Operations Agent to keep schedules agile.
• Step 4: Configure Governance and Guardrails

Use Microsoft Copilot Studio to define the business logic and “Safety Instructions” for each agent, ensuring they operate within your organization’s ethical and legal boundaries.

• Step 5: Allocate Copilot Credits

Starting late November 2025, ensure your Dynamics 365 Premium licenses are assigned to users to receive the 1,000 monthly Copilot Credits required to run these autonomous processes.

• Step 6: Monitor Performance

Use the newly launched Agent Benchmarks (like the Sales Research Bench) to measure the accuracy and impact of your agents against industry standards.

Infographic: The Agentic Evolution

Dimension	System of Record (Old)	System of Action (Agentic)
Primary Goal	Storing and retrieving data.	Driving outcomes and decisions.
Human Effort	High (Searching, entering, analyzing).	Low (Supervising and directing).
Speed	Reactive (Human must initiate).	Proactive (AI acts on events).
Visibility	Siloed by department.	Unified (Connected via Dataverse).
User Interface	Forms and Dashboards.	Almost Invisible (AI works in background).

References

From systems of record to systems of action: Dynamics 365, agentic business applications for the frontier