AgentOps

Monitor production AI agents with confidence

AgentOps gives engineering and platform teams full visibility into production AI agents running on Databricks. Track latency, errors, throughput, token usage, and spend. Drill into MLflow traces, Unity Catalog lineage, and governance dashboards — without switching tools.

Capabilities

Agent health & SLO monitoring

Token usage & cost attribution

MLflow trace analysis

Unity Catalog governance

Multi-model compare & replay

Audit-ready dashboards

Built for

MLOps teamsAI platform engineersDatabricks enterprises