A multidisciplinary “Engineered System” is introduced used to create a Sustainable integrated platform for multitude of natural resources called NRDL, short for Natural Resources using Deep Learning. NRDL is a dynamic system capable of adapting itself to changes in the society, economic trends and political conditions, as well as emerging needs. An example of NRDL system is provided. An example of a subsystem that deals with two different types of natural resources (Water, Minerals and Energy) is shown. Specifically, it is shown how water resources to generate geothermal and electric energy. A byproduct to the brine from geothermal is lithium that is in electrical vehicles. This paper overviews the entire system briefly. It will be followed by several subsequent papers to highlight different components of NRDL in more detail.