An ever-increasing number of devices, sensors and people are connected to the global internet and generate data. The analysis of this data can help organizations to improve their effectiveness and make better decisions. However, there are concerns over the trustworthiness of the data as well as the ethics of its use. This report describes how good Information Stewardship helps to ensure that Big Data is used in ways that are ethical, compliant and secure.