Manual data classification is slow, costly, and inaccurate—yet enterprises still rely on it to find PII, PCI, and PHI hidden across massive systems. At Uber’s scale—over two exabytes on 7+ platforms—we built DataK9, a GenAI-powered solution that auto-classifies at the field level. This talk will share the architecture, production lessons, and how automation reduces risk and strengthens compliance.