Philanthropic Enterprise Act of 2012 - Amends the Internal Revenue Code to exempt the holdings of a private foundation in any business enterprise that meet specified requirements relating to exclusive ownership, minimum distribution of net operating income, and independent operation (i.e., not controlled by a substantial contributor) from the excise tax on excess business holdings and unrelated business income.