Artificial Intelligence has advanced considerably in recent years, with algorithms achieving human-level performance in numerous tasks. However, the real challenge lies not just in developing these models, but in utilizing them optimally in everyday use cases. This is where AI inference becomes crucial, arising as a primary concern for experts and