01
Model providers
Usage, latency, tokens, errors, models, and cost.
IntegrationsRefario / 2026
Keep your stack. Connect the story.
Bring model usage, application events, MCP tools, and internal services into one operational record without rebuilding the architecture around Refario.
OpenAIAnthropicMCP tools
Refario / run graphTraceCostControl
01 / Coverage
The runtime edges where AI behaviour actually happens.
Connect each source once. Refario correlates the signals around a shared run, workflow, project, environment, and customer context.
OpenAIAnthropicGeminiCursorMCPSlackNotionCustom SDK
02
Application events
Runs, spans, environments, releases, and customer context.
03
MCP and tools
Calls, retries, transport health, and downstream failures.
04
Operational outputs
Dashboards, alerts, guardrails, reports, and webhooks.
02 / Data flow
Signals in. A shared explanation out.
The goal is not another warehouse of telemetry. It is a useful answer attached to the exact request that produced it.
ProvidersSDK + workflowRefarioTeams + controls
Start with one project
Know what your AI system is doing.
No credit card. Connect real traffic and see the first operational record in minutes.