Whilst offering a number of desirable features, classical planners have yet to achieve widespread application to 'industrial' applications. Model-Based Planners, in contrast, have been successfully applied to a number of "industrial" problems. This thesis examines both technologies to justify, design, and evaluate an integrated architecture that exploits their relative strengths.