In the context of modern software systems, Agentic AI refers to the use of autonomous AI-driven agents that can independently analyze information, make decisions, and execute tasks with the goal of reducing manual effort, accelerating workflows, and improving overall efficiency. While there are specialized AI tools designed for individual use cases (such as chatbots, recommendation engines, or automation scripts), Agentic AI platforms represent a new, highly capable approach in which multiple intelligent agents collaborate across applications and environments—cloud or on-premises—to solve complex operational challenges in a scalable and adaptive manner.