To provide a natural interface to the computer, we present an integrated speech, gesture, and handwriting recognition system. By integrating these technologies, we can easily accomplish all the tasks that are needed to use computers and their applications, including many tasks which neither technology can adequately perform by itself. This integrated environment not only makes it easier for novices to use computers but also increases the productivity of experienced computer users.