Abstract: A printing system configured to allow automatic additive manufacturing using one-button 3D printing software solution. The system comprises a 3D printing agent providing automated control and accessibility to a 3D printing device, and providing additive manufacturing, and a 3D printing backend providing pre¬ printing logic and workflow allowing automated control of the additive manufacturing solution. The system further includes a machine learning sub-system for object file identification, classification and pattern recognition to make decisions for further 3D object printing providing a one-button 3D printing user experience.