There are numerous and relevant application domains like inspection, maintenance, surveillance, and handling of non-uniform goods where the use of robots would be beneficial. This article addresses the reasons that make it difficult for a present-day robot to master these domains. The dual arm system AILA will be presented, which takes further steps in the direction of such a use case.
