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In the data processing stage, where the data is extracted, transformed and sent further to downstream systems, the respective Data Processors are accountable for maintaining the data integrity throughout the data flow. Few of their responsibilities include ensuring complete data is received from upstream sources, validation checks to ensure data is fit for intended usage by investigating anomalies and performing corrective actions to rectify these anomalies (example - record count validation across files received, job re-runs etc.)