One operating layer for production AI.
Refario connects observability, cost intelligence, guardrails, and operational analytics for AI runs, agents, tools, and workflows.
The product is organized around how teams actually run AI.
Refario is not a log sink and it is not just a dashboard. It is a runtime operating view that starts with signal, moves into diagnosis, and ends in control.
Use shared dashboards to see reliability, latency, anomalies, and cost shifts without splitting engineering and finance views.
Trace one workflow from router to model to tool call to policy check with the full execution still intact.
Turn operational insight into rollout control with policy coverage, alerts, scheduled reporting, and integration confidence.
Every major operational surface is already in the product.
The same product layer can answer failure analysis, workflow health, provider cost attribution, MCP tool reliability, and policy review.
Inspect every run and span with timing, status, model, tool, and policy context.
- Run status and error codes
- Span-level latency and retries
- Model + tool execution timeline
Connect tokens and spend directly to workflows, providers, models, and anomalies.
- Token analytics
- Cost per run and workflow
- Provider and model attribution
Monitor rule coverage, trigger rates, and violations in the same runtime layer as the execution path.
- Policy coverage
- Violation logs
- Rule performance over time
Track tool reliability, transport health, and failure concentration for MCP and internal systems, with alerts when new tools appear or reliability drops.
- Tool call success and latency
- Transport-level diagnostics
- New tool detected + reliability-drop alerts
See how routing, models, and tools affect production outcomes across multi-step agent systems.
- Workflow-level trends
- Failure clustering
- Release-over-release comparisons
Share engineering, finance, and operational context through role-aware dashboards and scheduled reports.
- Engineering dashboards
- Finance dashboards
- Scheduled email and webhook reports
The product is built to answer operational questions quickly.
Refario is valuable because it shortens the time between a signal, the real runtime explanation, and a decision the team can trust.
Get end-to-end visibility across runs, spend, and guardrails.
Start free to connect your first project, then book a demo for rollout planning with your stack.