The COVID-19 pandemic has dramatically expanded telehealth services and, with it, highlighted the need to share analytics across networks without moving data.The promise of applying Artificial Intelligence (AI) to all of this data for more personalized and wholistic diagnosis and treatment is threatened by communications challenges and eroding patient trust. In this presentation, we will explore how sharing analytics rather than data solves these problems and more.