AI has advanced considerably in recent years, with systems matching human capabilities in diverse tasks. However, the real challenge lies not just in developing these models, but in implementing them optimally in real-world applications. This is where AI inference comes into play, arising as a key area for scientists and tech leaders alike.Defining