Machine learning has advanced considerably in recent years, with systems surpassing human abilities in various tasks. However, the true difficulty lies not just in developing these models, but in utilizing them optimally in everyday use cases. This is where inference in AI becomes crucial, surfacing as a primary concern for experts and innovators a