Running Essbase calculations in serial mode is often required due to complex calculations, cross-dimensional operators, and Essbase functions. Groovy allows us to dynamically create calculations so we don't need to use these methods. Calculations often improve by 80% or more. Wins:  Performance, and dynamically executed based on the metadata, no administrator dependence