An example system includes an enclosure of a mobile computing device, where the enclosure includes an external surface and an internal surface. The system also includes a lithium-based battery having a plurality of battery layers deposited on the external surface of the enclosure such that the enclosure is a substrate for the plurality of battery layers. The plurality of battery layers include at least (i) a first conductive layer plated on a portion of the external surface of the enclosure, where the first conductive layer is configured as a cathode current collector of the lithium-based battery, and (ii) a second conductive layer plated on a respective portion of the external surface of the enclosure, where the second conductive layer is configured as a portion of an anode current collector of the lithium-based battery.