6 Ways Agentic AI Changes How Systems Act and Adapt

### Executive Summary: The report examines the transition from prompt-based AI to agentic, goal-driven systems that autonomously plan and execute multi-step actions; it highlights the resulting needs for stronger governance, continuous feedback loops, supervised fine-tuning, human-in-the-loop controls, and auditability to ensure reliability, compliance, and ethical operation at scale.