Data collection. Data collection is the first operational stage in the information system. The objective is to ensure that transaction data entering the system are valid, complete, and free from material errors. In many respects, this is the most important stage in the system. Should transaction errors pass through data collection undetected, the organization runs the risk that the system will process the erroneous data and that they will impact the financial statements.