intelligentVIEW handles data discrepancies by cross-validating data from multiple trusted sources. The platform integrates data into a unified ecosystem where statistical relationships between sources are exploited to maintain consistency and robustness. This approach minimizes data discrepancies and ensures that the data provided is reliable and accurate.