This 2019 report provides a strategic framework for federal agencies to lead in the development of reliable, robust, and trustworthy AI standards. It emphasizes the importance of public-private partnerships and international engagement to ensure technical standards reflect federal priorities for innovation and public trust. Focusing on nine critical areas—including data and knowledge, human interactions, metrics, networking, performance testing and reporting methodology, safety, risk management, and trustworthiness—the plan guides agencies in making informed decisions that bolster U.S. economic and national security.