Whitlatch is a surname. Notable people with the surname include:
Blake Whitlatch (born 1955), American football player Luke Whitlatch (born 1977), American artist Terryl Whitlatch (born 1960), American illustrator Wayne E. Whitlatch (1928–2017), United States Air Force general