For every service buyer, we offer a propriate neural network to the service buyer and our deep learning architecture (which is a class of machine-learning algorithms) to process user supervision, while being able to recognize process repetitions and anomalies, where results produced are comparable (if not better) to that of the supervisors. After 0.5 – 1 year of deep learning, the Ai will gradually take over the role of assignment and deployment of cleaners.