The primary concern for a risk practitioner in adopting innovative big data analytics is the potential re-identification of individuals from previously anonymized data. Advanced analytics techniques can inadvertently combine datasets in ways that reveal personal identities, leading to privacy breaches and regulatory non-compliance. This risk is heightened when data from multiple sources are aggregated, increasing the chance of re-identification.