Phospholipase D (PLD) regulates various cellular functions through the signaling lipid phosphatidic acid (PA). New crystal structures of human PLD1 and PLD2 reveal a catalytic mechanism, inhibitor binding, and regulation, enabling future structure-based inhibitor design and functional studies of PLD.