Artificial intelligence is rapidly entering the public sector, but its value goes far beyond technological trends. This article explores how AI can transform public administration when applied with purpose, ethical governance and institutional capacity, drawing on the perspective of public management expert Concepción Campos and lessons for governments navigating digital transformation.