KBR HabilisSM services provide an ecosystem in partnership with Amazon Web Services (AWS) to prototype and rapidly develop production Artificial Intelligence solutions. Our Machine Learning focused development pipeline allows rapid prototyping and experimentation with candidate solutions to identify features for implementation, greatly improving adoption of AI by the user community. For example, we used this ecosystem to rapidly prototype and train a neural network for the USAF to include ingesting over 10 years of data, and delivering a fully trained model within weeks.