Machine learning has made remarkable strides in recent years, with systems matching human capabilities in diverse tasks. However, the true difficulty lies not just in creating these models, but in utilizing them optimally in everyday use cases. This is where inference in AI takes center stage, surfacing as a primary concern for experts and industry