Enterprise data security aims to secure dark data for AI

As businesses increasingly feed proprietary data into AI systems, enterprise data security, particularly concerning “dark data” in regulated industries, has emerged as a major bottleneck. Capital One Software is addressing this by using format-preserving tokens to replace sensitive information, allowing downstream applications to perform analytics and AI functions without exposing private data or compromising compliance. This approach not only unlocks innovation by making previously inaccessible dark data usable but also positions Capital One Software as a key tool provider for safer, AI-powered enterprise data security.