Artificial Intelligence has made remarkable strides in recent years, with systems surpassing human abilities in various tasks. However, the main hurdle lies not just in training these models, but in implementing them effectively in practical scenarios. This is where inference in AI takes center stage, surfacing as a primary concern for experts and