A privacy-enhancing system, method, and non-transitory computer-readable medium for securely identifying an individual over time without retaining sensitive biometric data. In one embodiment, the system includes a local identity server including an electronic processor, a communication interface, and a memory. The electronic processor is configured to initiate a personalization of a partner-specific identification vehicle that identifies the individual based at least in part on an individual global unique identifier associated with the individual, receive a request for a service from the individual via the communication interface, receive consent and registration information from the individual via the communication interface, generate an identity confirmation that confirms an identity of the individual, and output the identity confirmation via the communication interface. The individual global unique identifier is generated from information derived from the registration information and the individual global unique identifier is not indicative of personally identifiable information (PII) of the individual.