Artificial Intelligence has made remarkable strides in recent years, with algorithms achieving human-level performance in numerous 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 a