Companies face increasing pressure to compete in the practice of analytics and strive for analytics maturity to sustain their competitive advantage. A single-minded, narrow focus on gaining analytics maturity, however, leads to analytics maturity myopia. Based on our studies of analytical capabilities and numerous conversations with executives and managers, we offer a scorecard for organizations to identify the presence of analytics maturity myopia and propose a framework for organizations to correct this issue. The proposed framework partially explains the mixed and conflicting results regarding the relationship between analytics maturity and business value found in the literature. Specifically, we recommend that companies focus on three factors that are critical to realizing value from analytics initiatives: (1) a balanced view of value to different stakeholders, (2) a continuous expansion of the business ecosystem beyond current stakeholders to identify and pursue new opportunities, and (3) use of an emergent strategy to take advantage of unexpected opportunities and develop organizational agility.

Open source software (OSS) is a dramatically disruptive force in the software industry. While businesses see OSS succeeding, many of them have trouble gleaning the lessons that can be learned from the OSS phenomenon, since OSS development appears to be far removed from traditional business practices and principles. A major observation resulting from research on OSS products is that OSS product development is not only enabling innovations by its users, but also providing a structure for them to back-propagate into OSS products, a process that enhances compatibility in OSS products and presents a low-cost solution to the more general problem of servicing highly segmented markets. Argues that this innovative management process carries important insights for both commercial software vendors and companies outside the software industry.