BraintrustData

BraintrustData is an end-to-end platform designed to streamline the development and deployment of large language model (LLM) applications, enabling teams to rapidly ship AI products without guesswork. By providing tools for evaluating prompts and models, BraintrustData addresses the challenges posed by non-deterministic models and unpredictable natural language inputs, facilitating robust LLM application development. Key features include the ability to tweak and track LLM prompts from any AI provider, utilize industry-standard or custom scorers for performance assessment, and manage integrated, versioned, and secure datasets. The platform offers real-time visualization and analysis of LLM execution traces for debugging and optimization, continuous monitoring of AI interactions to ensure optimal model performance in production, and automatic, asynchronous server-side scoring through online evaluations. Additionally, BraintrustData supports the definition of functions in TypeScript and Python for use as custom scorers or callable tools, and provides self-hosting options for full control over data and compliance requirements. Designed for both technical and non-technical team members, BraintrustData is ideal for AI development teams seeking to enhance their workflow and product quality. Trusted by industry leaders, it fills the critical gap of evaluating non-deterministic AI systems, bringing end-to-end testing to AI products and helping companies produce meaningful quality metrics.