In the Spring of 2005, Shaker Heritage Society initiated a project to develop a Site Master Plan to guide the future use and development of the Church Family property. The project was completed in two phases, both of which received awards from the American Society of Landscape Architects. It was funded through grants from the NY State Council on the Arts, the Bender Foundation and Albany County.
Working in partnership with Albany County (which has owned the property since 1928), Albany International Airport, and the Town of Colonie, the first phase of planning was completed in 2007. It consisted largely of an existing conditions report for both the buildings and the landscape. Phase II of the plan provides specific recommendations for the use of the buildings (most of which are currently vacant) and a prioritized list of building stabilization and landscape rehabilitation projects.