1. A computer-implemented method comprising: providing in an application layer, an analysis engine in communication with a ruleset including a rule for identifying an issue with a data record stored in a table of an underlying database layer containing an in memory database; causing the analysis engine to communicate with an in memory database engine of the underlying database layer, to access information of the in memory database, the information comprising a column store calculation view including the data record, wherein the analysis engine communicates with the in memory database engine through open SQL and through SQL extension code to create and alter the column store calculation view; and causing the analysis engine to apply the rule to the information in order to identify whether the issue is present, wherein a computational power of the in memory database engine is leveraged to execute at least some logic of the rule to the information, and the computational power of the in memory database engine is further leveraged to execute a join operation to create the column store calculation view.