Machine learning has advanced considerably in recent years, with models matching human capabilities in numerous tasks. However, the main hurdle lies not just in creating these models, but in utilizing them optimally in real-world applications. This is where AI inference comes into play, emerging as a critical focus for researchers and innovators al