Systems for Ambient Intelligence environments demand at some stage a service composition task, as a mean of adaptability to the context changes. However, in contrast to what ubiquitous and pervasive computing propose, users generally find themselves involved in the service composition task, by selecting or deciding what to compose and how. This paper proposes the use of Intelligent Agents for the automation of the composition task, providing transparency from the user point of view.