We show that, by taking normalizations over certain auxiliary good reduction integral models, one obtains integral models of toroidal and minimal compactifications of PEL-type Shimura varieties which enjoy many features of the good reduction theory studied as in the earlier works of Faltings and Chai's and the author's. We treat all PEL-type cases uniformly, with no assumption on the level, ramifications, and residue characteristics involved.