An immersive digital desktop display includes a frame that incorporates an inner display mount surface that has a curvature of a rectangular spherical segment or a rectangular toric segment based on a set user viewing distance. An emissive display panel can be a backplane having a plurality of LED display panels, a moldable backplane emissive sheet, a flexible emissive display sheet, etc. The emissive display panel is mounted to the inner mounting surface of the conformal frame.