Scientific workflow software such as Taverna, Knime and Pipeline Pilot can overcome interoperability issues relating to the access of tools and data format conversions. Such tasks are automatically handled by the data processing pipeline during its enactment by the workflow software. Galaxy is another workflow system, and its annual conference was held last month at the University of Chicago.