A Financial Institution

Challenges
Low metadata quality across departments, lack of assigned stewards beyond data owners, and weak linkage between IT and business metadata.

Solutions
Established a stewardship-support platform for metadata quality management, governance framework covering classification, ownership, and stewardship. Enabled unified IT–business metadata view with features such as search, recommendation, and personalization.

Benefits
•    Governance scope expanded from HQ to enterprise-wide
•    Increased data exploration and reuse
•   Enabled pre/post analysis of business performance based on analytics insights

B Investment Firm

Challenges

Degraded dashboard metadata quality and low business metadata registration rate. High resource consumption due to repeated data extraction requests.

Solutions

Built a business metadata governance system, improved dashboard data quality, and introduced unified IT–business metadata access. Enabled self-service data request features and UX optimized for search and recommendation.

Benefits

•    Boosted business metadata registration
•    Reduced operational burden for dashboard management
•   Lowered resource usage for data request processing

C Platform Company

Challenges

Low data standardization rate, inefficiencies due to manual handling via collaboration tools, and lack of governance awareness among end users.

Solutions

Automated the standardization request process and established a communication system for sharing governance policies. Implemented business metadata management tools.

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Benefits

•    Improved efficiency in data standardization workflows
•    Increased data standardization coverage
•    Enhanced awareness of governance policies among users