Federal agencies are entering a new era of operational complexity driven by explosive data growth, expanding cybersecurity requirements, accelerating adoption of artificial intelligence, and increasing public expectations for digital services. At the same time, agencies continue to manage decades of legacy systems, fragmented records environments, inconsistent metadata standards, and highly decentralized operational structures.