Machine learning has achieved significant progress in recent years, with models surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in deploying them efficiently in everyday use cases. This is where AI inference becomes crucial, surfacing as a primary concern for experts and industry