Embodiments include systems and methods for mass data optimization. Embodiments include receiving user data from a user server which is being continuously collected locally by the user server and storing the user data on a storage device of a storage module, deduplicating the user data on the storage device, performed by the storage module, compressing the user data on the storage device, performed by the storage module, transparently intercepting the user data by a data intercept module, rerouting the transparently intercepted data to a data communication optimization module for optimization and intelligent routing, optimizing communication by the data communication optimization module so that the intercepted user data is configured differently for data communication to a remote centralized datacenter or server, and transmitting the differently configured data to a centralized datacenter or server.