Next generation sequencing (NGS) technologies have resulted in a big deluge of data. Researchers are learning that analysing such data is becoming the bottleneck in their work. Whether well-established analysis pipelines or new ones are used, all analysis steps should be repeatable and any changes made to the data should be recorded so that the provenance of the results is clear and inferences are reproducible.