A college and career readiness services provider faced challenges from siloed products, lack of standardization, data replication, and weak synchronization, limiting their ability to deliver a unified learner view. Aspire Systems conducted a data inventory and gap analysis, then created a strategy and roadmap to unify data infrastructure. Solutions included a common data model, data integration to eliminate silos, Master Data Management for consistency, and a governance framework. Benefits included more accurate and consistent data, centralized repositories, stronger security, lower operational costs, and personalized services through learner-specific views.

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