Machine learning has advanced considerably in recent years, with systems matching human capabilities in diverse tasks. However, the main hurdle lies not just in training these models, but in implementing them effectively in practical scenarios. This is where AI inference becomes crucial, arising as a primary concern for experts and industry profess