LLM Council Performance SLAs: Setting Expectations
Defining and measuring service level agreements for multi-model AI systems.
LLM SLAAI performancecouncil SLAmulti-model AI metrics
SLA Framework
Set realistic performance expectations.
Common SLAs
Latency
- P50: < 2 seconds
- P95: < 5 seconds
- P99: < 10 seconds
Availability
- Uptime: 99.9%
- Error rate: < 1%
Quality
- Consensus rate: > 80%
- Accuracy: Use case dependent
Measurement
Track SLA compliance:
- Real-time dashboards
- Historical trends
- SLA breach alerts
Communication
Set stakeholder expectations:
- Document SLAs clearly
- Report on performance
- Explain limitations