The second phase was intended to turn the May building into new offices and galleries, designed by SPF Architects. As proposed, it would have had flexible gallery space, education space, administrative offices, a new restaurant, a gift shop and a bookstore, as well as study centers for the museum's departments of costume and textiles, photography and prints and drawings, and a roof sculpture garden with two works by James Turrell.