Agentic AI is everywhere, but opinions vary widely on what it actually is. Amid all the excitement surrounding this new technology, we bring clarity to the situation. We offer a bottom-up approach to reach a clear definition, a deep dive into the underlying technology, and very concrete business applications to demonstrate that agentic AI isn't merely a buzzword, but a reality.