This whitepaper provides federal, state, and local agencies with a strategic roadmap for converting legacy archives into AI-ready institutional knowledge. Beyond mere digitization, modernizing government records requires establishing metadata standards, governance, and risk-based human validation to ensure data quality and security. By prioritizing high-value historical collections and embedding structure into new record creation, public sector leaders can unlock critical context to advance current missions.