AI has advanced considerably in recent years, with models surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them effectively in everyday use cases. This is where AI inference comes into play, emerging as a critical focus for researchers and industry professionals alike.