aixplain OS

See everything. Miss nothing.

Every agent run on aixplain is fully observable. Trace execution step by step, monitor performance in production, set alerts on any metric, and audit every decision. Observability is not optional — it's structural.

Full-stack observability for agents

Execution tracing

Step-by-step trace of every agent run: which tool was called, what was returned, how long it took, what decision was made.

Production monitoring

Live dashboards for agent performance, latency, error rates, and throughput across all deployed workflows.

Custom alerting

Define alert thresholds on any metric. Get notified when latency spikes, error rates climb, or output quality drops.

Full audit logging

Immutable logs of every agent action with actor, timestamp, inputs, and outputs. Exportable for compliance.

Cost tracking

Per-agent and per-workflow cost analytics. Track spend by team, department, or use case.

Streaming traces

Watch agent execution live as it happens. Intermediate outputs from each specialist visible in real time.

Observability is structural.

Every run is traced. Every action is logged.