Automated services composition is an active research area nowadays. The application of this technology to specific domains, as well as the use of basic Telecommunications services such as call or SMS, offers new challenges. This paper presents the main components of an architecture for automated composition for Environmental Management. The proposed architecture uses Natural Language processing and AI Planners techniques domains. Although the present architecture is focused in a particular domain, most of the principles discussed here are applicable to similar scenarios.