Okareo

Real-time LLM behavioral alerts and structured debugging for agents and RAGs

Okareo is a monitoring and evaluation platform designed to enhance the reliability of AI agents and RAG (Retrieval-Augmented Generation) systems. It provides real-time behavioral alerts and structured debugging tools to detect errors, prevent hallucinations, and maintain accuracy in production environments. The platform helps developers explore edge cases by generating diverse testing scenarios to uncover potential failures and unexpected interactions. Additionally, it enables optimization of retrievers and generators for improved domain-specific performance. Key benefits include faster AI iteration for quicker deployment, increased model accuracy, and cost efficiency through resource optimization. Okareo ensures reliable AI development by addressing critical performance issues early in the process.