What It Does:
Latitude is a control platform designed to make AI products reliable at scale. It helps teams monitor AI behavior in real-time, detect failures, and turn those insights into actionable fixes, so your AI stops breaking in unpredictable ways and starts performing consistently.
Key Features:
- Observability – Track real inputs, outputs, and context from live AI traffic to understand actual behavior.
- Failure Discovery – Identify where and why your AI fails in production.
- Human Feedback Integration – Capture expert feedback to guide model improvements.
- Playground & Evals – Test prompts, run experiments, and evaluate model performance before shipping.
- A/B Testing – Compare model variants to pick the most reliable version.
- Telemetry & Instrumentation – Easy OTEL-compatible setup for capturing prompts, outputs, and context across multiple LLM providers.
- Provider Integration – Works with OpenAI, Anthropic, Azure, Google AI, Amazon Bedrock, Cohere, Hugging Face, and more.
Who Is Latitude For?
- AI product teams – Ensure your deployed models behave reliably under real-world conditions.
- Developers & engineers – Gain deep insights into model failures and how to fix them.
- Data scientists & ML ops – Optimize prompts, fine-tune models, and improve accuracy quickly.
- Businesses scaling AI – Reduce production errors, cut down iteration time, and boost model performance.
- Enterprises managing multiple AI systems – Centralize telemetry and create a single source of truth for reliability.
Final Thoughts:
Latitude isn’t just about monitoring-it’s about creating a full reliability loop that turns AI failures into clear, actionable improvements.
If your AI models are critical to your product, Latitude helps you see problems early, fix them efficiently, and build AI you can truly trust.
Start free to gain visibility today and grow into full reliability for your AI stack.
