INDIGO aims to develop a new generation of intelligent mobile robotic systems that will operate and serve tasks in every-day environments addressing their interaction with humans. Unlike any related previous research project, the emphasis in the INDIGO sys-tem will be on advancing human-robot communication. This will be achieved both by perceiving and understanding human behavior, and by interpreting and expressing robot actions in a human-oriented way.