Fujitsu Laboratories is analyzing and utilizing various types of data on the behavior and actions of people and society, as well as environmental change. In this way, it is proceeding with R\&D on Intelligent Society to achieve a more prosperous and secure society. This paper focuses on two new types of data. The first one is social media including blogs, Twitter, and social networking services (SNS). The second is data obtained from various types of sensors such as mobile phones, automobiles, and environmental sensors. These data are very different from business data that traditional analytic technologies deal with in business intelligence applications. To realize Intelligent Society, we are researching new and advanced technologies to analyze such data. This paper introduces three of the technologies: social media analysis, optimization and spatiotemporal data processing.