Track pipeline health, throughput, and latency across all environments with sub-second refresh.

Correlate failures, group by root cause, and assign owners with a single click.

Stage-level profiling, throughput trends, and cost attribution for every pipeline run.

ML-driven anomaly detection and threshold alerts with configurable routing to Slack, PagerDuty, or email.