This presentation will discuss goals, methodology, and research for creating accessible user experiences in today's cutting-edge software technology. Using a framework for mapping user requirements to technology solutions, we will discuss the complex market for accessible technology and the opportunity for innovation in technology solutions. Demos will be given on new accessibility solutions in Windows and on the Internet. The presentation will highlight the complexities of the accessible technology space, with the hope of inspiring research and application of machine learning.