The real blind spot in data protection is often not the live database, but the copied one - the version developers and testers use when security pressure is lowest.
Tokenization is not a dramatic encryption trick, but a design choice that replaces sensitive values with surrogates and keeps the real data in a vault.
Enterprise AI often starts with production records, but every export, notebook, and vendor handoff can widen the blast radius of sensitive data.
Inside the fierce, high-stakes competition to power tomorrow’s software with secure, rapid-fire test data.