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Kallina AI
RO
Kallina Voice AI

Capacity Planning

Planificare strategică a resurselor pentru scalare eficientă.

Right-Size Your Operations

Capacity planning combină forecasting, workforce analytics, și modeling financiar pentru decizii strategice despre resurse.

Current Capacity Status

45
Total Agents
Human
AI Capacity
Scalable
78%
Utilization
Optimal: 75-85%
12%
Buffer
For peaks

Erlang C Calculator

Input Parameters

Calls per hour:150
Average Handle Time:4.5 min
Target Answer Time:20 sec
Target Service Level:80%

Calculated Results

Traffic Intensity (Erlangs):11.25
Minimum Agents:15
Probability of Wait:23%
Average Wait Time:12 sec

Growth Scenarios

12-Month Capacity Projection

ScenarioVolume GrowthAgents NeededAI CoverageMonthly Cost
Conservative+10%5060%€125,000
Expected+25%4870%€118,000
Aggressive+50%5275%€135,000

* AI coverage absorbs growth, limiting human headcount increase

Human vs AI Allocation

Current Mix

AI Handled65%
Human Handled35%

Optimal Mix (Target)

AI Handled75%
Human Handled25%

Savings: €45,000/month through AI optimization

Skill-Based Capacity

Skill GroupCurrentRequiredGapAI Backup
Sales12120Limited
Support L11815+3Full
Support L2810-2Partial
Billing770Full

⚠️ Action: Hire or train 2 additional L2 Support agents

Cost per Contact Analysis

€4.20
Human Agent
Fully loaded cost
€0.35
AI Agent
Including infrastructure
€1.70
Blended Average
Current mix

Infrastructure Requirements

Current Infrastructure

  • Concurrent call lines100
  • SIP trunk capacity150 channels
  • Agent workstations50
  • Recording storage5TB/month

Capacity Headroom

  • Peak concurrent72/100 (28% free)
  • SIP utilization65/150 (57% free)
  • Workstation usage45/50 (10% free)
  • Storage growth3.2TB used

Plan for Growth

Capacity planning pentru scalare inteligentă.

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Made with ♡ by Kallina AI Team — 2025