Big data needs serious collaboration and metadata tools in a bad way. This tool looks promising but big data piece still in dev: www.veroanalytics.com
I really like that it will integrate with a large number of data analysis products... Data Warehousing, Hadoop, Statistical Packages, R, etc. all on one platform/infrastructure would be a huge win to me.