Nowadays, monitoring and control methods are applicable only for specific natural technological systems (NTS). As a result, statistical information about existing systems is not well coordinated. This drawback becomes more evident in emergency situations, when effective decisions must be taken within short time while different information flows have to be analysed. Monitoring information regarding incidents and disasters is received typically from different facilities (e.g. biometric systems, aerospace systems, etc.), and, therefore, it is heterogeneous in nature (e.g. electrical signals, audio and video information, text, etc.). Thus, since modern NTS are very complex and multi-functional objects, their monitoring and control should be performed in conditions of large-scale heterogeneous data sets. The INFROM project ”Integrated Intelligent Platform for Monitoring the Cross-Border Natural-Technological Systems” addresses the problem of integrated monitoring and control of cross-border natural-technological systems in normal and emergency situations, based on analysis of heterogeneous data received from both space and ground-based facilities.