Latitude

Latitude is an AI agent observability platform that helps monitor, evaluate, and improve AI agent performance in production. It surfaces issues automatically and provides tools for prompt iteration and error analysis.

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At a glance

Pricing

Likely Not Free

Free tier

API

Yes

Skill level

Technical

About

What is Latitude?

Latitude is an observability platform specifically designed for AI agents, enabling teams to monitor, evaluate, and enhance their agent's performance in production environments. It captures real inputs, outputs, and context from live traffic, offering full traces of AI behavior and usage statistics to regulate expenses. The platform helps identify and group production failures into recurring issues, facilitating faster prompt iteration and increased accuracy. Latitude supports a reliability loop that includes observability, human feedback annotations, error analysis, automatic evaluations, and prompt optimization using GEPA. It integrates with major AI providers like OpenAI, Anthropic, and Google AI Platform, and works with popular frameworks such as Vercel AI SDK, LangChain, and OpenAI SDK.

Best used for

Ideal for data scientists who need to capture real inputs and outputs from live AI traffic, identify common failure modes, and automatically optimize prompts. Especially valuable for teams building AI products at scale who require a clear path to reliable AI and want to catch regressions before they impact users.

Common actions

monitor AI performance

evaluate AI agents

improve AI reliability

optimize AI prompts

analyze AI errors

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Capabilities

Key features

AI agent observability
Monitor live traffic
Full AI traces
Usage statistics
Human feedback annotations
Automatic error analysis
Prompt optimization

Target Audience

data scientist

Integrations

openaianthropicazuregoogle-ai-platformamazon-bedrockcoheretogether-aivertex-ai+ 12 more

Pricing & Plans

Likely Not Free

Free and open-source.

FAQs

What is the 'reliability loop' in Latitude?

The reliability loop is a proven method in Latitude to understand, evaluate, and fix AI products. It involves observability, annotating responses with human judgment, automatic error analysis, converting failure modes into continuous evaluations, and optimizing prompts to reduce failures over time.

Which AI providers does Latitude support?

Latitude supports a wide range of AI providers including OpenAI, Anthropic, Azure, Google AI Platform, Amazon Bedrock, Cohere, Together AI, Vertex AI, Gemini, Groq, Mistral AI, Ollama, LiteLLM, Replicate, AWS SageMaker, Hugging Face Transformers, Aleph Alpha, and IBM watsonx.ai.

How does Latitude help with prompt iteration?

Latitude facilitates faster prompt iteration by using GEPA (Agrawal et al., 2025) to automatically test prompt variations against real evaluations. This allows the system to optimize prompts, reducing failures and improving accuracy over time.

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