Conducting a data audit typically involves the following steps: 1. Planning: Defining the scope and objectives of the audit. 2. Data Review: Systematically examining the data collection and management processes. 3. Verification: Cross-checking a sample of the data against original sources to verify accuracy. 4. Reporting: Documenting the findings and providing recommendations for improvement.