The article focuses on the difficulties in the metadata solutions in the context of a data warehouse, introducing the multiple elements that constitute metadata to illustrate its inherent complexity. Metadata is usually viewed as a system's data dictionary, capturing definitions of data entities and the relationships among them. Decision makers may evaluate data quality both impartially and contextually. Providing these metadata components to decision makers has been shown to significantly improve their decision process efficiency as well as the decision outcome.