Hospitals and clinics already face a looming shortage of tens of millions of healthcare workers globally – and most AI solutions being thrown at that problem have never been stress-tested against a real patient. Amigo AI takes a different approach, running every clinical agent through millions of simulated patient scenarios before it touches a live case – the company calls it a digital residency, modeled on how doctors are actually trained. The result: 3 million patient encounters completed worldwide, zero safety incidents. Find out how a founder’s very personal experience with the broken healthcare system became the blueprint for one of the most rigorous AI platforms in clinical care.