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What-if Scenarios & Use Cases

When running what-if scenarios for capacity planning, managers should focus on key categories that impact staffing, service levels, costs, and operational efficiency.

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1. Demand Forecast Scenarios

  • Volume Changes: What happens if contact volumes increase or decrease by X%?

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  • Seasonality & Trend Shifts: How do different seasonal patterns impact staffing needs?

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  • Marketing & Product Launches: What is the impact of campaigns or product rollouts?

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  • Crisis & Unplanned Events: What if a system outage or social media crisis spikes volume?

2. Service Level & Policy Scenarios

  • Service Level Targets: What if SLA expectations change (e.g., 80/20 to 85/15)?

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  • AHT Variability: What if handle time increases or decreases due to process changes?

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  • Shrinkage Adjustments: What if paid breaks, team meetings, or training allocations change?

5. Financial & Cost Impact Scenarios

  • Budget Constraints: What happens if funding for hiring is cut or expanded?

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  • Labor Cost Variability: What if wage inflation or benefit costs change?

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  • Operational Efficiencies: What if process improvements reduce required headcount?

2. Staffing & Workforce Scenarios

  • Attrition Rates: How does increased or decreased turnover impact capacity?

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  • Hiring Delays: What if recruitment is slower than expected?

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  • Training Periods: What if the learning curve for new hires changes?

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  • Absenteeism & Adherence: What if agent attendance worsens or improves?

3. Technology & Automation Scenarios

  • AI & Chatbot Adoption: What if self-service containment improves or declines?

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  • System Outages: What is the impact of a CRM, telephony, or workforce management outage?

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  • New Contact Channels: What happens when adding or removing channels (e.g., chat, social, video)?

Connect with us to get more information on how Cinareo can help guide your decision-making to maximize your profits, reduce your risk, and increase your customer satisfaction.

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