A hybrid model of different systems of AI and rules based programming for different purposes. This uses the rules_ai gem..

If I completely implement all the functions I need in a state machine, the state machine that calls all the different machine learning would end up much longer than the command itself. This is a nightmare to bug test, so made a gem to call it with one line.