Workshop: AI Scales Resilient Platforms and Breaks Fragile Ones

11 May 2027
AI amplifies whatever it runs on ' strength or fragility. As AI agents take on booking, follow-up, documentation and insight, aesthetics operators face real upside: less staff strain, clearer profit drivers, stronger retention ' and real risk: bad data turned into confident mistakes at scale. See where the biggest opportunities sit today, what patient safety and data quality demand first, and how to build for resilience and freedom.