I examine how individuals collaborate to develop novel ideas and creative solutions that are compatible with constraints imposed by complex problems and stakeholders. I conducted over a hundred conjoint analysis studies for innovation-seeking high-tech organizations including Apple, Best Buy, CEA, IBM, Motorola, Philips Medical and others.