Data is viewed as the most valuable asset of an organization and can be used to aid in marketing campaigns, supply chain operations optimization and cost reduction. Without effective data management practices, companies can be saddled with incompatible data silos as well as flawed and inconsistent analysis that impedes the progress of their business. Modern