Model drift is the main issue that prevents Industrial AI from taking off. Today solution to this problem is to deploy a costly and heavy infrastructure. We will explain, how DavinSy by handling the whole Deep Learning life cycle on device free the industrials from dependence on BigData and how the solution adapts AI within industrial environments in a very cost-efficient way;