Tesco subsidiary Spenhill Developments will submit a planning application to Reading and Wokingham councils shortly.
The proposed warehouse is expected to create over 150 construction jobs.
The huge facility will boast 96 docking bays and space for 270 trailers and 700 cars.
The company hopes to open the new depot within a year, if all goes to plan.