By first defining the context, Cueris was able to analyze data streaming news, social media feeds and other sources using several machine learning techniques. Select keywords were used to model consumer behavior, sentiment, risk and market fluctuations. Our data science team designed a demand prediction and capacity planning algorithm based on network theory.