Artificial Intelligence has advanced considerably in recent years, with systems matching human capabilities in various tasks. However, the true difficulty lies not just in training these models, but in implementing them optimally in everyday use cases. This is where AI inference takes center stage, emerging as a key area for experts and industry pr