Artificial intelligence used to be something only big firms ran. Today, AutoML tools for finance let retail investors build and test machine learning models run AI trading algorithms and deploy automated trading systems without heavy coding. AutoML democratizes quantitative investing making DIY investment strategies powered by predictive analytics and AI financial forecasting practical for everyday users.