The present invention relates to a manifold system comprising: at least one manifold frame comprising an initial manifold configuration model, and a set of manifold planes, wherein each manifold plane comprises of a set of manifold elements, said manifold element is a concrete specialization of an abstract dimensioned entity supporting manifold operations such as configuration, projection, forming and transforming, etc, wherein such specializations comprises of compute elements, cognitive elements, transitive elements, processors, and/or transducer elements, or composite of these elements or composite of planes of these elements, etc, and variably progresses from manifold frame to frame in manifold time units through manifold system operations such as forming, transforming, projecting, computing, learning and transducing, etc in a real, virtual or a combination of real and virtual operating environment such as desktop operating system, distributed operating system, embedded operating system, field programmable gate array system, virtual system, and/or combination of real and virtual systems thereby performing useful work or duty. The present invention also relates a method of realizing a manifold system from input models.