In September 1927, Kentucky-born A. Smith Bowman, Sr. (1868-1952) purchased several tracts of land which once consisted of the failed planned town of Wiehle built by Max Wiehle in the 1890s. Bowman renamed the property Sunset Hills Farm. In 1929, Bowman founded the Fairfax Hunt Club, the first hunt in Fairfax County, which met on his Sunset Hills Farm.

When prohibition was repealed in March 1934, Bowman and his sons applied for a permit to distill liquor. Granted a license, the Bowmans used former Wiehle buildings for their distillery and warehouses including the old Wiehle Town Hall. The Bowmans used corn and wheat from their Sunset Hills Farm to produce the whiskey and bourbon. The first “Virginia Gentleman” and “Fairfax County” bottled bourbon was sold to the public four years later in 1938. The Bowmans employed 250 workers to run the distillery and the farm.

In 1947 the Bowman family expanded Sunset Hills to 7,200 acres after purchasing an additional nearby 3,140 aces, making it the largest privately owned tract of land in Northern Virginia, most of which was later purchased by Robert E. Simon to build the planned community of Reston. The A. Smith Bowman Distillery expanded with new building facilities in 1966. In 1988, due to the raising living costs of employees, high taxes, traffic congestion, and space limitations, the distillery relocated to Fredericksburg, Virginia where it continues to operate today. The Bowman Distillery building, formerly the old Wiehle Town Hall, is listed on the Fairfax County Inventory of Historic Sites, National Register of Historic Places, and as of 2018 still stands at 1890 Old Reston Avenue.