TeleAdvisor is a collaboration project with the IBM research center at Haifa. TeleAdvisor is a versatile projection-based augmented reality system designed for remote collaboration. It allows a remote expert to naturally guide a local user in need of assistance in carrying out physical tasks around real-world objects. The system consists of a small projector and two cameras mounted on top of a tele-operated robotic arm at the worker’s side, and an interface to view the camera stream, control the point-of-view and gesture using projected annotations at the remote expert’s side. TeleAdvisor provides a hands-free, mobile, low-cost solution that supports gesturing by the remote expert while minimizing the cognitive overhead of the local worker.