Monitoring & Observability refers to collecting metrics, logs, traces, and operational insights that help teams understand the health, performance, and behavior of AI systems in production.
Voice AI platforms monitor latency, call quality, AI responses, infrastructure health, API performance, and conversation metrics to detect issues quickly, optimize performance, and ensure reliable service delivery.