BATF may refer to:
- BATF (gene), a protein-coding gene in the species Homo sapiens
- BATF2, also a protein-coding gene
- Bangalore Agenda Task Force, a public–private partnership in Bangalore, India
- Bureau of Alcohol, Tobacco, Firearms and Explosives (ATF) at the United States Department of Justice