Abstract: Embodiments provide methods and systems configured to consolidate market research data from a plurality of sources (e.g., regional providers) into a single data warehouse suited for global reporting purposes. Accordingly an engine is provided in communication with a plurality of underlying databases each comprising market research data. The databases comprises a time dimension, a market dimension, and a product dimension. The engine aggregates data of the individual market research databases into a consolidated database, by first identifying a pre-aggregated market total. Next, the engine selects and identifies single individual products relevant to the aggregated market research data. Finally, the engine checks that the sum of the selected products of the previous step is within a tolerance level of the pre-aggregated market total of the initial step. If the check fails, in an iterative manner the engine returns to alter the selected relevant products and performs the check step again.

Abstract: A method, device, and system that relate to synchronization of objects from a Source System and objects in a Target System by a Synchronization Engine situated on the Target System according to a user generated request. A Network handles the user generated request, which includes a selection of a Source System and search criteria, to synchronize the Source System and the Target System. The Synchronization Engine executes synchronization by comparing the hierarchical backend object models of relevant objects in the Source System and in the Target System. The Synchronization Engine provides the user with Search Results detailing the distinctions among the relevant objects. The synchronization process automatically includes objects dependent upon user-selected objects to avoid errors in applications running the synchronized configurations.