The digital economy is characterised by data-driven ecosystems. Organisations have recently started to experiment and engage in data commercialisation and data sharing initiatives in order innovate with data. However, few have been able to assess the the risk of re-identification and some organisations have been caught out. Do not sleep well at night, Your current PIA’s will not save you!