Intelligence · built on OpenTelemetry

Ask your telemetry a question, watch your LLM spend, and see how coding agents are used.

Natural-language search over your data, saved investigation boards, LLM and coding-agent observability that never stores prompt text, and a read-only MCP server for your own agents.

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In the console:AskInvestigationsLLM & agentsCoding activity

Owlpane LLM usage: calls, tokens, latency and cost tiles and a per-model spend chart.

What you get

AI & assistants, in detail

Ask

Ask in plain language. The charts under the answer are the same aggregates as the rest of the console, and you can save the answer as an investigation.

Investigations

Saved multi-signal boards — notes, console links and search URLs — for an incident or a root-cause write-up.

LLM usage

Calls, tokens, latency and cost from OpenTelemetry gen_ai spans. Prompt and completion text are not read or shown.

Coding activity

Coding-agent sessions, tool use and reported spend from coding_agent.* and gen_ai.* spans. A value stays blank when the agent did not send it.

MCP (read-only)

Topology, flows and incidents exposed to your own agents. Read-only by design — there is no auto-remediation.

How it works

From zero to data in three steps

Instrument

Emit gen_ai / coding_agent spans with the OpenTelemetry SDK or your agent’s exporter.

Ask

Use Ask or the MCP server to query what was captured.

Keep

Save the answer as an investigation.

How it compares

Honest about where we are today

Comparable to

DatadogMCP / Bits AIPartial

Dash0Darkplane — AI SDLC InsightsPartial

Dash0Agent0 (Chat, Automations, Auto-tune)Not offered

Where Owlpane is narrower

Owlpane answers and links; it does not take remediation actions on its own.
Ask is search-driven rather than an autonomous agent, and the MCP server is read-only.

Built ships todayPartial covers the core, narrower than the vendorBring your own integrate an existing toolNot offered deliberately out of scopeIn development on the roadmap, not shipped

Comparisons reflect publicly available information as of September 2026 and our own product today, and may change. Datadog, New Relic, Grafana, Dash0, Better Stack, Amazon CloudWatch, AWS, Sentry, Dynatrace, Kubeshark, Checkly, PagerDuty, SigNoz, Kubernetes, OpenTelemetry, Prometheus and other names are trademarks of their respective owners; Owlpane is not affiliated with or endorsed by them.

Everything shares one pane

Try AI & MCP beside what you run today.

Standard OpenTelemetry in, so you can send a copy and compare. Nothing proprietary to migrate away from later.

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Every new workspace starts with a 14-day Team trial: 50 GB of ingest a month and 30-day retention. No card to start. Documentation · Pricing · Pricing questions