The solution should allow the data to shift to a centralized repository with elastic servers and big data infrastructure. If a customer searches for old logs for retention purposes, there are limitations on appliances once they are set with specific hardware, so they can only be changed by uninstalling or reinstalling the hardware. The solution's aggregator feature allows data aggregation, but for instance, if a customer wants a project ready in two years, having an Elasticsearch in DB or the capacity to store huge amounts of data would be beneficial in data investigation or evaluation at an affordable cost. Some AI features should be added to IBM Security Guardium Data Protection. For example, the AI features implemented in the solution can be anomaly detection or suspicious activity identification.