Can you easily trace your conclusions or products all the way back to the raw experimental data, and be sure that no information was lost on the way? If you can — congratulations, you perform magnificent research data management. Most commonly, however, ensuring data traceability and integrity is quite a challenge, one that scientists struggle with every day.