Predict workforce capacity needs in Dynamics 365 Contact Center

Predict workforce capacity needs in Dynamics 365 Contact Center (Staffing forecasting to align workforce availability with customer service demand).

Real-time User Journey

This journey illustrates how a Workforce Manager uses the tool to maintain service levels:

1. Demand Assessment: The Manager opens the Capacity Planning dashboard to view the predicted number of agents needed for the upcoming month.
2. Granular Analysis (Short-term): They drill down into “Short-term planning” to see agent requirements in 15-minute intervals for the following day, identifying a specific gap between 10:00 AM and 11:30 AM.
3. Channel Slicing: The Manager applies “Data Slicing” to see if the shortage is specifically in the Voice queue or the Chat queue.
4. Strategic Shift Adjustment: Seeing a long-term upward trend in support requests, the Manager uses the “Long-term planning” view to justify a new hiring batch to the leadership team.
5. Optimization: The Manager adjusts existing agent shifts to cover the identified 15-minute gaps, ensuring that the contact center remains optimally staffed without overspending on unnecessary overtime.

Step-by-Step: How to Enable This Feature

To activate and configure capacity planning, follow these steps:

• Step 1: Admin Center Access

Sign in to the Customer Service admin center or Contact Center admin center.

• Step 2: Navigate to Forecasting/Insights

Go to Operations > Insights > Capacity planning (Preview).

• Step 3: Create a Planning Scenario

Select New to create a capacity plan. You must link it to an existing Volume Forecast (as the capacity plan uses volume data to calculate agent headcount).

• Step 4: Define Service Level Goals

Input your target Service Level (e.g., 80% of calls answered in 20 seconds) and Average Handling Time (AHT). The AI uses these metrics to convert volume into “Required Headcount.”

• Step 5: Configure Slicing Attributes

Select the dimensions you want to plan for, such as specific Channels, Queues, or Skills.

• Step 6: Publish and Review

Save the configuration. The system will process the historical volume and your service goals to generate a staffing forecast. Review the interactive charts to finalize your workforce strategy.

Infographic: Capacity Planning Levels

Planning Level	Granularity	Primary Goal
Short-term	15-minute intervals	Real-time agility; handling daily volume spikes.
Long-term	Daily/Monthly	Strategic hiring and budget allocation.
Data Slicing	Channel/Queue/Skill	Targeted resource distribution across touchpoints.
Efficiency Metrics	SLA & AHT based	Balancing operational cost with customer satisfaction.

References

Predict workforce capacity needs in Dynamics 365 Contact Center