Until now, analyzing large volumes of complex business data spanning ERP, cloud applications and other business systems required the construction of a costly, time-consuming data warehouse. And the only way to normalize the data from these multiple sources, understand their relationships and perform analytics at scale was via a star-schema. But not anymore. With Incorta's Direct Data Mapping engine, you get real-time aggregation of large, complex business data without needing a data warehouse.