What it covers
End-to-end traces of agent decisions and tool calls, scheduled evaluations against agreed quality measures, guardrail and policy alerts, cost and latency tracking, versioning with rollback, and runbooks for incidents.
On IBM watsonx
watsonx Orchestrate provides observability traces and agent analytics in its Agentic Control Plane, watsonx.governance tracks evaluation metrics and policy evidence, and teams can also send traces to observability tools such as Langfuse.
How Incede.ai approaches it
We design monitoring, evaluation, and support into every deployment, so agents are run like the rest of your production services rather than as special projects.