All the source of data collection and analysis of data provided in various formats (raw data from sensors, imagery, text-based from human reports, etc.) and distributed across heterogeneous data stores. The advance incensing technologies, the acquisition of new sensors that use of mobile devices result in the production of an overwhelming amount of sensed data that augment the challenges to transform these raw data into useful, actionable intelligence in a timely manner. Leveraging recent advances in data integration and big data technologies, the authors are adapting key concepts of unified data spaces for the design and implementation of intelligence data integration platform data integration services.