This presentation will outline CSIRO's accelerated computing strategy, its development and its achievements over the past 5 years. We will provide a detailed description of the accelerated computing facility. Experiences with implementing and managing the facility will be discussed. Examples of the accelerated computing program projects, which partners computational scientists with science teams, will be presented. Finally we will consider the future directions of the CSIRO's accelerated computing strategy including the accelerated computing facility and its associated programs. Steve McMahon, Solution Architect and Senior Systems Administrator at CSIRO, is a co-author of this talk.