Midsized retailers are struggling with tight margins and high costs of meeting customer expectations. Using big data through machine learning algorithms and demand prediction that analyzes customer purchasing behavior and spending habits, retailers can gain timely, accurate insights into sentiment and demand. DecisionMines is a digital decision platform that empowers business leaders to make informed decisions by combining human judgment with predictive analytics, discovery, and automation from big data.