The data integration and verification steps are the most time consuming of the implementation process. Though we may have experience with a particular ERP system it does not mean we will not run into an issue. Each database may be provisioned differently requiring additional support to map data properly. The most critical requirement to ensure this step proceeds without issue is the availability of a customer appointed resource to help write and debug SQL queries or verify the source of the data as required.