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A comprehensive test plan is needed to ensure that the data is correct The business must provide a set of test cases that can be used during development and testing This gives the baseline for comparison with the data warehouse For example, to validate earned premium, the business can provide a report with actual earned premium by state by calendar month for the last six months This can be used to compare with the data pulled from the data warehouse If there are major changes in the business rules, an existing report will not suf ce for comparison A subset of raw data may need to be pulled and manipulated manually to provide the results for some test cases Some of the best people to help with the initial data validation are those individuals who, if required to use the new database, would immediately ook for aws They would compare reports from the data warehouse with reports that they have been using themselves for years This business participation also helps others to have more con dence in the data because people they respect have helped validate it. 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