Artificial Intelligence has made remarkable strides in recent years, with algorithms achieving human-level performance in numerous tasks. However, the true difficulty lies not just in developing these models, but in utilizing them optimally in real-world applications. This is where inference in AI takes center stage, surfacing as a primary concern