Understanding Agentic AI: From Workflows to Autonomous Reasoning

Agentic AI represents a significant leap beyond standard chatbots by incorporating autonomous decision-making and multi-step reasoning. Unlike basic systems that simply retrieve data or use single tools, these agents can independently plan and execute complex workflows to achieve broad objectives without constant human intervention. Key characteristics include the ability to interact with various APIs, maintain a consistent memory of past interactions, and adapt to feedback through iterative loops. Practical applications range from automated employee onboarding to sophisticated equity research and travel planning. Ultimately, Agentic AI functions as a proactive system that uses generative models as a core component to perform tangible actions in the real world.