Akai Kaeru LLC has developed an innovative interactive multivariate visualization framework to assist users in the understanding of complex phenomena and to help with decision making in the presence of multiple factors or criteria. The technology is a map-like visual rendition of high-dimensional data space that is meant to naturally appeal to a mainstream user's innate visual capabilities, making it easy to learn and use. The underlying technology for this framework is a powerful machine learning and data analytics engine. Users of the technology can define areas on the map that indicate parameter values of their interest, which enables them to make focused, informed decisions within a single visual interface. The firm's visual analytics for complex data has potential for a diverse variety of applications. The firm is part of the CEWIT Incubator at Stony Brook University.