We are currently encountering the following issues in the data management process:

Data comes from various sources, so manual data processing is time-consuming before generating reports/analyses. This leads to reports/analyses not achieving high accuracy.
Due to the large volume of data/transactions in retail on a daily basis, reporting performance is a major obstacle.
The design of the Datawarehouse system is not yet complete and does not comprehensively cover the entire business, which requires a considerable amount of resources to implement.
A robust data foundation has not been established to apply advanced analytics.

Therefore, we need a solution to restructure and standardize the data sources for efficient and convenient data management and analysis.