What is Okareo?
Real-time LLM behavioral alerts and structured debugging for agents and RAGs
Problem
Users currently rely on manual methods to monitor and debug AI agent outputs, leading to inefficient error detection and delayed resolution due to lack of real-time insights.
Solution
A platform offering real-time LLM behavioral alerts and structured debugging tools, enabling users to detect anomalies, evaluate performance, and troubleshoot AI agents/RAGs programmatically.
Customers
AI developers, engineers, and data scientists building LLM-powered applications requiring reliability monitoring.
Unique Features
Specializes in granular behavioral analysis for AI agents, combining automated testing, scenario-based evaluations, and traceability for root-cause diagnosis.
User Comments
Saves hours in debugging
Critical for production-grade LLM apps
Simplifies compliance checks
Intuitive interface
Scalable for enterprise workflows
Traction
Launched in 2023, used by 1K+ teams (per Product Hunt), integrated with major LLM providers like OpenAI and Anthropic
Market Size
The AI monitoring market is projected to reach $2 billion by 2025 (Grand View Research).
