A privacy engineer or data protection officer at an organisation planning to share, analyse, or publish sensitive data needs to select the appropriate privacy-enhancing technology (PET) — differential privacy, synthetic data generation, homomorphic encryption, secure multiparty computation, or data anonymisation/pseudonymisation — for their specific use case, balancing privacy guarantees against analytical utility and implementation feasibility.