We usually arrange a pilot project to test new solutions before full-blown production deployment and launch. By introducing the customers’ team to basic features of a new solution and required skills along with performing test run on a limited array of source data we justify the value of a new solution and define the scope of required tuning and debugging.
By running field tests we are able to test the customized version of a new system that contains operational data and then compare the outcomes with the data from existing systems. This stage also covers handling of any performance issues and customers’ specialists training, if needed.
Once the deployment meets customers’ requirements, all the workloads can be migrated to a new system.