The agency market is undergoing a profound transformation, driven by the increasing integration of artificial intelligence (AI) and automated machine learning (AutoML). This transformation, while promising, faces major challenges related to technological dependence, talent retention, and the rapid evolution of technologies and regulations. Recent analyses highlight a cautious adoption of AI, especially in social media agencies, where the impact of these technologies is already tangible. However, recent incidents, such as AI service outages, underscore the need to develop robust resilience strategies.