The station is located on a segment of the former Sharpe Army Depot.[5] Whereas, the original Lathrop/Manteca station was sited as a compromise to draw commuters from both cities, this station is located closer to residential areas.
North Lathrop is designed as a transfer station to allow passengers from San Joaquin Valley shuttle trains to transfer to services bound for San Jose.[6] The station is also planned to serve as a future northern terminus of Valley Link, a project by the Tri-Valley-San Joaquin Valley Regional Rail Authority to build a rail connection to Bay Area Rapid Transit's Dublin/Pleasanton station.[7] Up to 3,500 parking spaces may be built to accommodate future park and ride demand by 2040.[5]