JHOVE is currently maintained by the Open Preservation Foundation. Development effort is guided by the JHOVE Product Board, comprising OPF members and software supporters.

The original JHOVE project was a collaboration between JSTOR and Harvard University Library with funding from the Andrew W. Mellon Foundation for the Electronic-Archiving Initiative.