What is UpTrain?
UpTrain is a full-stack LLMOps platform designed for developers and product teams building with Generative AI. It directly addresses the critical challenge of moving LLM applications from prototype to production by replacing guesswork with a robust framework for evaluation, testing, and continuous improvement. This allows you to build, deploy, and scale your AI products with verifiable confidence.
Key Features
📊 Comprehensive & Reliable Evaluations Get objective, quantitative scores on your application's performance. UpTrain provides over 20 predefined metrics—covering everything from factual accuracy and context relevance to toxicity and jailbreak attempts—and allows you to define your own custom checks. Leveraging a combination of specialized NLP models and LLMs, it delivers scores with over 90% agreement with human evaluators, giving you trustworthy data to guide your decisions.
🔄 Automated Regression Testing Ship updates without fear of introducing new errors. UpTrain automates testing for every change to your prompts, configurations, or code. By integrating it into your workflow, you can automatically run evaluations across a diverse test set, ensuring that performance never degrades. With built-in prompt versioning, you can instantly roll back to a previous state if an issue is detected.
🔍 In-Depth Root Cause Analysis Go beyond simple monitoring to understand why your application fails. Instead of just flagging low scores, UpTrain automatically isolates error cases and identifies common patterns among them. This helps you quickly diagnose the underlying issues—such as poor context retrieval, prompt ambiguity, or model hallucinations—and fix them with precision.
🔒 Enterprise-Ready & Secure Deployment Maintain full control over your data and comply with strict governance policies. You can host the entire UpTrain platform within your own secure cloud environment (AWS, GCP, etc.). This ensures that your proprietary data, prompts, and user interactions never leave your control, satisfying critical data governance and compliance requirements from day one.
Why Choose UpTrain?
A Unified, Full-Stack Platform: UpTrain offers a cohesive solution that covers the entire LLM lifecycle, from initial experimentation and evaluation to production monitoring and regression testing. This eliminates the need to stitch together multiple disparate tools, streamlining your workflow and reducing complexity.
Developer-Centric & Transparent: Built by developers for developers, UpTrain features a transparent, open-source core evaluation framework (Apache 2.0). This fosters trust and allows for deep customization, while the single-line integration and intuitive dashboards ensure you can get started and see tangible value in minutes.
Conclusion:
UpTrain provides the essential toolkit for any team serious about building reliable, high-quality LLM applications. By moving beyond manual checks and subjective feedback, you can systematically measure, debug, and enhance your products with data-driven insights.
Explore the platform to see how you can ship AI with greater speed and confidence!





