Business Need
The company was dealing with a fragmented data environment. Critical information was scattered across systems, manual workflows slowed processes, and inconsistent data quality made accurate reporting difficult. Limited analytics and delayed insights prevented teams from responding quickly to operational issues or compliance risks. A unified, scalable data