In October 2014, SIgnal Innovations Group was acquired by BAE Systems. Anchored in work undertaken by the founding principals while at Duke, Signal Innovations Group, Inc. develops decision systems for various sensor and data types for government customers and industry partners in national security, public safety, and commercial surveillance sectors. The firm offers a processing, exploitation, and dissemination software suite for airborne intelligence, surveillance, and reconnaissance that is deployed by analysts and war fighters on size, weight, and power constrained platforms; and a recognition software suite to offer a combination of detection, classification, and identification techniques, as well as to collect sensor data, including radars, sonar, images, and videos on onboard manned and unmanned vehicles to find and recognize air, ground, and undersea military targets. The company also provides hierarchical security assessment algorithms that are deployed to determine risk in various security environments; and a multi-source intelligence analysis suite of tools to offer a combination of natural language processing, search, and network modeling techniques. In addition, Signal Innovations Group offers video analytics software to process video from various cameras in the system and alert a human analyst when threatening or suspicious activities are observed; and mobile video analytics systems to provide awareness around various platforms for mobile transportation monitoring, including police cruisers, bus and passenger rail systems, and commercial freight monitoring. Further, it provides casino/video surveillance systems to interpret activities and events; and retail video analytics software to automatically identify shopping activities of individuals, link with inventory and point of sale information, and provide other contextual information. Based in Durham, NC with facilities also in Reston, VA. Signal Innovations Group, Inc. is a former subsidiary of Integrian, Inc.