How do you design monitoring dashboards for LLMOps systems?

LLMOps dashboards track latency, cost, token usage, error rates, and output quality metrics in real time.

Monitoring dashboards in LLMOps are multi-dimensional. They include system metrics (latency, throughput), model metrics (accuracy, hallucination rate), and business metrics (user satisfaction, cost per session). Alerts are configured for anomalies such as sudden token spikes or degradation in response quality.