Big data and advanced analytics present both opportunities and challenges for companies. While large amounts of new data are being generated through social media and sensors, leaders are hesitant to invest without knowing how to implement analytics successfully. Additionally, companies often already have useful internal data but managers don't know how to apply it to decision making. It is important for companies to creatively source both internal and external data and develop strategies to leverage analytics for key business problems and decisions.