Artificial Intelligence has advanced considerably in recent years, with systems achieving human-level performance in numerous tasks. However, the main hurdle lies not just in creating these models, but in deploying them effectively in everyday use cases. This is where inference in AI takes center stage, surfacing as a primary concern for researcher