We discuss the methods used by industry to optimize supply and demand alignment problems and contrast the industrial methods with more academic approaches.  We view supply and demand as variable and run "what-ifs" (scenarios) to determine several build plan solutions.  Financial measures and business strategies are then used to evaluate the plans and determine the best solution for the company.

---