The main problems of constructing and configuring of automation systems based on the ``Smart Environment'' technology come from the need of combination of heterogeneous software and hardware from various manufacturers in a single information space. The article focuses on the speech recognition method of setting up and training of the ``Smart Ecosystem'' using innovative artificial intelligence (AI) technology.