Machine learning has made remarkable strides in recent years, with models surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI takes center stage, emerging as a critical focus for scientists and tech le