How do you implement agentic AI for automated service level indicator measurement?
Service level indicator measurement agents define, collect, and report on SLIs that form the basis for SLOs. Configure agents with access to monitoring systems, logging platforms, and SLI definitions. The agent implements measurement logic for common SLI types including availability, latency, throughput, and error rates. Support custom SLI definitions using composite metrics from multiple data sources. Implement measurement validation that detects data gaps and measurement errors. Calculate error budgets based on SLO thresholds and actual SLI values. Generate SLI dashboards with real-time compliance status and historical trends. Implement alerting that triggers at configurable error budget consumption rates. Support SLI measurement across different time windows for different stakeholder needs. Track measurement reliability and coverage gaps.