Profit in the detriment of patients: this is the worst nightmare. On the other hand, money do not grow in trees, medical insurances have high prices, and most people cannot afford medical treatment. How can we optimize stocks and supplies, so that we can offer the best possible medical care, without hemorrhaging money? Is this possible with Artificial Intelligence?