Enterprise AI Expansion Creates Data Governance Gaps Legacy Tools Can't Address

Summary

New research highlights that as enterprise AI use deepens across development, operations, and knowledge work, organizations are creating new data risks that legacy governance technology cannot see or govern. The expansion of AI into core workflows means that data is flowing through AI systems in ways that existing data governance frameworks were not designed to monitor — including prompt content, retrieval-augmented generation source data, fine-tuning datasets, and AI-generated outputs that may