Artificial Intelligence has achieved significant progress in recent years, with algorithms surpassing human abilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where AI inference takes center stage, arising as a critical focus for experts