A method for improving the performance of data storage and transmission systems involves applying a transformation to one or a plurality of aligned data segment(s) prior to or subsequent to the execution of data management operations. The transformation effectively reduces the number of bits in the data segment that must be employed by the data management operation processing. Data management operations performed on a data segment may include but are not limited to cryptographic security operations and data comparison operations. Since the computation requirements of data management operations can decrease as the bit lengths of input data decrease, the transformation can reduce the latencies of data management operations in hardware or software. Furthermore, performing the transformation on a data segment does not reduce the number of bits needed to encode the data segment, thus maintaining the alignment of a plurality of data segments.