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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.

1. Demand Forecast Scenarios
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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
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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
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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
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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
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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.
