A new method for structure prediction of protein complexes, named GRASP, integrates restraints on the potential structure derived from experimental data from diverse techniques. GRASP provides more accurate and reliable predictions than existing methods for challenging systems including antigen–antibody complexes, integrative structure modeling and in situ protein interactions.