Auditing and Observing Enterprise LLM Systems: A Three-Phase Framework for Execution, Input, and Output Traceability

“Todo list of audit and inspect what an AI LLM model is doing in a enterprise step-by-step, you break down the execution flow into three core phases: **What It's Doing (Execution)**, **What Is the Ask (Input Context)**, and **What Is the Delivery (Output & Actions)**. ### 1. What It's Doing (Execution Phase) This tracks the model's internal processing, function calls, and decision-making logic b”