The agency market is undergoing a period of intense transformation, primarily driven by the increasing integration of artificial intelligence (AI) and automated machine learning (AutoML). This evolution, though promising, faces significant challenges related to technological dependency and talent retention. Recent analyses highlight a cautious adoption of AI, particularly in social media agencies, where the impact of these technologies is already tangible. However, recent incidents, such as AI service outages, underscore the necessity of developing robust resilience strategies.