To keep (Q)SAR applications on a solid scientific foundation, an international effort to articulate principles for (Q)SAR technology and to develop a guidance document for use of (Q)SAR in regulatory applications. This document presents those principles and helpful guides for validating (Q)SAR technology for a variety of applications.