Skip to main contentLatitude Telemetry lets you connect your existing LLM-powered application to Latitude in 5 minutes, without changing how you call your model providers.
Once connected, every LLM execution becomes a feature-scoped log in Latitude that you can inspect, annotate, and evaluate — instead of dumping all traces into a single, unstructured bucket.
Why use Latitude Telemetry?
With Telemetry you can:
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Get feature-level observability
Attach executions to specific prompts and versions instead of “one giant trace store”. Slice logs by feature, environment, user, or any metadata you send.
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Understand real usage and performance
See which prompts and models are actually used in production, along with latency, error rates, and input/output examples.
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Annotate real executions
Your team can label logs (e.g. “great answer”, “hallucination”, “formatting issue”), turning production traffic into a high-signal dataset.
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Create custom evaluations for each feature
Use LLM-as-judge, programmatic checks, or human-in-the-loop evaluations to continuously score outputs for each prompt or feature.
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Automatically surface issues and bottlenecks
Combine logs, annotations and evaluations to find broken prompts, regressions after a change, or slow/high-cost paths.
All of this works on top of your existing stack — you keep calling OpenAI, Anthropic, Bedrock, etc. directly, and Telemetry observes those calls.
How Telemetry fits into your stack (high level)
At a high level, integrating Telemetry looks like this:
- Install the Telemetry package in your app.
- Wrap each feature or prompt execution so Latitude can tie logs back to a specific prompt and version.
- See your logs in Latitude and annotate them with your own metadata.
Supported integrations
Latitude Telemetry supports a wide range of providers and frameworks, allowing you to connect your existing LLM-powered application to Latitude in minutes.
Model providers
Frameworks
Next steps
- Choose the provider or framework your application already uses.
- Open its integration page.
- Follow the step-by-step guide to install and initialize Latitude Telemetry for that stack.
