Disclosed herein are system, method, and computer program product embodiments for extracting customer relationship management (CRM) data from an on-premises database for testing with a cloud-based CRM. The extraction approach simplifies, through the use of a wizard, the selection of relevant customer records and their extraction, along with any dependencies on other records. The extracted records can then be uploaded to the cloud-based CRM for evaluation.