As government organizations move from AI experimentation to operational deployment, leaders are finding ways to modernize data and governance without sacrificing security or trust. During a recent ATARC roundtable focused on modernization efforts at DoE National Labs, leaders from across government and industry gathered to discuss what it will take to operationalize AI in research-driven, high-security environments. This report outlines the key takeaways from the conversation.