This white paper by Medoma's Dr. Philip Smith examines how Hospital at Home programs can scale safely through purpose-built digital infrastructure. It introduces the concept of a care orchestration platform as the essential backbone for distributed acute care. The paper draws on real-world program insights and peer-reviewed research to make the case that interoperability, user-centered design, and human-centered AI are the critical enablers of the next generation of home-based hospital care.