An Article 32 hearing is a proceeding under the United States Uniform Code of Military Justice, similar to that of a preliminary hearing in civilian law. Its name is derived from UCMJ section VII Article 32, which mandates the hearing.
The UCMJ specifies several different levels of formality with which infractions can be dealt. The most serious is a general court-martial. From Wikipedia