AgenticFlow provides a comprehensive platform for enterprises to monitor, control, and audit the behavior of their deployed agentic Large Language Models (LLMs). Inspired by the challenges of ensuring LLM reliability (as noted by empathetic models being less reliable) and the need for AI governance, control, and observability, this platform addresses the complexities of managing autonomous AI. It offers real-time performance monitoring, drift detection, bias identification, safety guardrails, and explainability features for AI agent actions, ensuring they operate within defined parameters, comply with internal policies, and meet regulatory requirements.