The database sat silent, yet the risk was loud. Personal Identifiable Information (PII) flowed through queries, pipelines, and models. One leak, and trust collapses. Homomorphic encryption stops that leak before it starts.
Homomorphic encryption allows computation on encrypted data without decryption. The raw values never appear. PII fields—names, addresses,