If artificial intelligence (AI) is the vehicle that will revolutionize health care, data is the fuel that will propel the revolution. Health AI startups have recognized an unprecedented opportunity to create a transformative network effect, akin to many data companies, by collaborating with health systems and hospitals.

The idea is simple yet powerful: by partnering…