Abstract: A system, method, and computer program product are provided for enterprise service network design driven by deep machine learning and artificial intelligence. In operation, a network design system identifies an enterprise network service project to design. The network design system receives business requirement information associated with the enterprise network service design project. Additionally, the network design system receives commercial requirement information associated with the enterprise network service design project. The network design system automatically identifies a topology and inventory items to generate the enterprise network service design project utilizing at least one neural network deep learning technique. The topology and inventory items are identified based on a current inventory and information in one or more historical project databases.