In our work with many hundreds of researchers who work in smaller labs, we’ve learned a few things about what is likely to be adopted and what is likely to go nowhere. For these scientists, who represent the majority of researchers working today, cyberinfrastructure can’t be delivered by providing software to be installed in a lab: they too often lack the local infrastructure and expertise.