High voltage transistors spanning multiple non-planar semiconductor bodies, such as fins or nanowires, are monolithically integrated with non-planar transistors utilizing an individual non-planar semiconductor body. The non-planar FETs may be utilized for low voltage CMOS logic circuitry within an IC, while high voltage transistors may be utilized for high voltage circuitry within the IC. A gate stack may be disposed over a high voltage channel region separating a pair of fins with each of the fins serving as part of a source/drain for the high voltage device. The high voltage channel region may be a planar length of substrate recessed relative to the fins. A high voltage gate stack may use an isolation dielectric that surrounds the fins as a thick gate dielectric. A high voltage transistor may include a pair of doped wells formed into the substrate that are separated by the high voltage gate stack with one or more fin encompassed within each well.