Development of AI Contact Center SLA Monitoring System
SLA monitoring tracks compliance with key contact center metrics against contractual obligations in real-time and alerts on breach risks before they happen.
Key SLA Metrics
- Service level: 80% of calls answered within 20 sec
- Abandonment rate: <5%
- Average handle time: <240 sec
- First-call resolution: >75%
- Customer satisfaction: >4.0/5
- Average speed of answer: <20 sec
Real-Time Monitor
Checks every metric against target, evaluates:
- OK: metric within target
- Warning: approaching threshold
- Breach: exceeds limit
Predictive Breach Warning
Uses trend analysis to predict breach in next 30 minutes. Calculates minutes to breach.
Automatic Corrective Actions
On breach risk:
- Call operators back from break
- Redirect calls to other skill group
- Increase predictive dialer pace
- Notify supervisor
Timeline: SLA monitoring + alerting — 2–3 weeks. With predictive warnings — 1.5 months.







