Reprompt

Reprompt AI is a control panel designed for managing and optimizing production AI systems, helping teams diagnose and address issues efficiently without extensive coding. The platform focuses on improving the quality and reliability of AI deployments, making it easier to achieve high accuracy and performance.

Key Features:
- Trace LLM calls and errors, providing insights into model performance in production
- Write and deploy custom rules to manage AI behavior without redeploying code
- Automatically gather test cases from production data to evaluate and improve AI models
- Annotate traces with microprompts, turning traces into annotated datasets
- Comprehensive analytics, LLM tracing, and data replay capabilities to evaluate new prompts and rules

Additional Features:
- Automatic tracing of all calls to LLMs and retrieval-augmented generation (RAG) systems
- Automated dataset generation for training and testing AI models
- Data replay to evaluate the impact of new prompts and rules on system performance

Integration and Setup:
Reprompt AI is user-friendly and can be integrated with just three lines of code, with setup taking less than an hour. The platform supports integrations with various tools and platforms commonly used in AI development and deployment.

Use Cases:
- Diagnosing production issues by tracing errors and identifying problems quickly
- Writing and deploying custom rules to manage AI behavior based on new data or requirements
- Automatically annotating traces with microprompts to create useful training and testing datasets

Generative AI and Foundation Models:
Reprompt AI leverages generative artificial intelligence, focusing on the management and optimization of LLMs and RAG systems. The platform's features are built to enhance the performance and reliability of these models.

Availability and Target Users:
Reprompt AI is available as a web application and is currently in closed beta, working with a small group of early adopters. The company was founded and the product was launched in 2024, backed by notable investors. The platform is ideal for AI development teams and organizations that require high accuracy and reliability in their AI deployments while minimizing the need for extensive coding and redeployment. Reprompt AI is not open source and is currently available to a limited group of users in its closed beta phase.