The agency sector is currently at a decisive turning point, marked by the emergence of automated machine learning (AutoML) and a transition towards an "AI-first" approach. These technological advancements promise to radically transform the way agencies operate, offering both significant opportunities and structural challenges. Analysis of recent articles reveals a clear trend towards integrating artificial intelligence (AI) into agency processes, while highlighting potential risks associated with this transformation.