This paper develops a model in which data is by product of economic activity and is processed to reduce organizational inefficiencies. The model suggests that gains from data processing is increased with increased efficiency of data processing, increased complexity of the organization and reduced cost of data processing. Data processing has important implications for firm size distribution in which firms that have larger gains from data processing are larger in the long run.