Artificial Intelligence has achieved significant progress in recent years, with models surpassing human abilities in numerous tasks. However, the main hurdle lies not just in training these models, but in implementing them optimally in everyday use cases. This is where AI inference becomes crucial, surfacing as a primary concern for researchers and