AMYGDALA is operating in the railway industry, developing a system to increase rail track availability and safety. AMYGDALA's technology is focused on reducing accidents and operational costs by using a failure-predicting technology for the train control systems dispersed along the railway network. AMYGDALA senses the train control elements and the environment they operate in and then analyzes the information by computational means including artificial intelligence. AMYGDALA uses this data to warn of failures before they occur.