This thought leadership paper breaks down what AI PCs are, why onboard neural processing units matter, and how agencies can reduce costs, improve security and empower frontline staff. With real-world public sector use cases, practical deployment guidance and best practices for success, this paper offers a clear roadmap for organizations looking to do more with limited resources while preparing for the future of AI-driven government.