There seem to be two main uses for a model like this. The fitted assay activity distribution for a project can be used to produce a model with similar statistical properties, allowing multiple simulations to be run from randomly generated starting points. The aim would be to assess the range of possible project outcomes (e.g. the maximum activity observed in a given number of steps).