
I use network science to show that organizing for process efficiency is not the same as organizing for innovation. It has been suggested that new knowledge is created through two simple processes: combination and exchange. Knowledge exchange shares many properties with other contagion phenomenon and is fundamentally embedded in relationships. Strong collaborations, established through multiple pathways, increases trust, access to new knowledge and the synergies necessary for innovation.