The Ambient Computing theme develops computationally enabled connected devices and applications based on IoT technology to allow both the enterprise and individuals to work more efficiently. A key technology is location sensing for providing contextual location-based information for real time use and temporal analytics. Another key technology is 360 video, which enables vision-based information about the environment and immersive remote collaboration.

The Enterprise AI theme develops AI technology to provide analytics and visualization for enterprise services and products. Our tools enable knowledge creation from the stream of information in enterprise communication platforms. Joint analysis of vision and language provide new ways to annotate and describe image and textual content using multimodal data.

The Human-Centered Workstyle theme focuses on human activity and behavior sensing for enhancing organizational and individual productivity and well-being in the area of IoH. Our tools transform enterprise documents through integration with natural workplace communication tools such as messaging. Human sensing technology is used for the enterprise to detect worker concentration level, as well as in the hospital to detect a medical condition. Our tools also support work progress reporting.