Data collection and verification processes are implemented at the same time as or immediately after the borrower identification and fraud detection process. During this phase, additional data and information about the borrower is collected from a variety of data sources, including:
The various data points are cross-referenced, cleaned up and categorized. Income and liabilities are verified to the maximum extent possible. The outputs from the process, including the level of income and information on liabilities, are fed into risk scoring.