INTEGRATION

OpenTelemetry for AI Agents, Models, and Production Workflows

Use OpenTelemetry to send AI, application, infrastructure, and business workflow signals into AnoSys.
OTLP/HTTPCollectorVendor-neutral
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Console Preview
Endpoint ManagementLive ingestion across agents, apps, infrastructure, and business workflows
Streaming
OpenAI AgentsOTLP / SDK0.70/s
Claude Code SessionsCollector0.41/s
REST Business EventsHTTPBursty
Web Experience PixelJavaScriptHealthy
Why teams use it

Use your existing OpenTelemetry pipeline

Connect OTLP/HTTP or an OpenTelemetry Collector and keep your telemetry standards-based from day one.

What teams can do

Questions this answers

  • Standardize AI observability across teams
  • Connect AI spans to application and infrastructure behavior
  • Find upstream causes behind failures and regressions
  • Build dashboards and alerts from vendor-neutral telemetry
  • Avoid lock-in while keeping operational context unified
What AnoSys Captures

Bring OTLP traces, spans, metrics, logs, infrastructure context, AI spans, custom attributes, and workflow identifiers into the same investigation record.

01

Traces, spans, metrics, and logs

02

Agent, model, tool, and application spans

03

Kubernetes, infrastructure, backend, and service context

04

Latency, errors, evals, cost, and custom attributes

05

Business process events and workflow identifiers

Implementation Path

Start with the docs

Use the linked guide to install the collector or SDK, verify the endpoint, and send a small trace or event payload. Once data lands, connect it to dashboards, evals, alerts, and investigations.

OTEL_EXPORTER_OTLP_ENDPOINT=https://api.anosys.ai/otel
OTEL_SERVICE_NAME=checkout-agent
OpenTelemetry docs
Related Pages

Where to go next

Unified Telemetry Root Cause Analysis Custom Dashboards Production AI Operations AI Agent Debugging
FAQ

Does this require OpenTelemetry?

This page is for teams that want OpenTelemetry, but AnoSys also supports SDKs, REST APIs, JavaScript, pixels, files, and cloud storage.

Can I redact content?

Yes. You can control what attributes and payloads are sent and combine OpenTelemetry with AnoSys enterprise security controls.

Can I track cost?

Yes. Cost can be sent as telemetry attributes or captured through supported LLM and agent integrations.

Can I monitor tool calls?

Yes. Tool calls can be represented as spans with tool name, latency, success, failure, and result metadata.

Can I use this with enterprise security controls?

Yes. OpenTelemetry data can be governed with enterprise access, audit, and sensitive data controls.

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