A workshop series on Validation and Qualification of New In Vitro Tools and Models for the Pre-clinical Drug Discovery Process was organized by the American Institute for Medical and Biological Engineering and cosponsored by the National Institute of Biomedical Imaging and Bioengineering. The workshops were held in March and September 2012, March 2013, and March 2014.