Artificial Intelligence has advanced considerably in recent years, with models surpassing human abilities in diverse tasks. However, the real challenge lies not just in creating these models, but in utilizing them optimally in everyday use cases. This is where inference in AI becomes crucial, emerging as a primary concern for experts and tech leade