Data privacy and data scarcity are both pressing issues in healthcare. Life-saving research and innovation is bogged down by data access challenges and suboptimal data granularity. Privacy regulations like HIPAA and GDPR limit access to patient data, making collaborative research and data-intensive machine learning development nearly impossible. Machine learning and AI development projects can’t take off without access to granular health data.