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Data Governance Platform Project for a Leading Financial Institution

Client Background

The client previously relied on a small number of IT personnel to manually manage metadata generated across numerous systems. This approach limited data discoverability and sharing, while simultaneous manual maintenance by multiple stakeholders often led to inconsistencies and errors. To strengthen enterprise data capabilities, ensure data quality, and meet compliance requirements, the client urgently needed to establish a formal data governance framework and pursue sustained implementation.


Key Challenges

Inaccurate and duplicate data

Lack of standardized data definitions

Absence of structured data modeling practices

No closed-loop tools or mechanisms for data quality management


Solution

Centered on data quality, GienTech developed a comprehensive data governance platform and framework. The platform enables centralized management of data standards, metadata, and data quality, and presents data assets through a unified portal that supports asset search and discovery.


Data Standards Management

Supports the maintenance and governance of foundational and applied subject data standards, as well as the definitions of core data indicators. Key features include browsing and revision of standard documents, version control, and comparative analysis of changes.

Data Quality Management

Implements rule-based data quality checks to identify and address quality issues across enterprise systems. Provides continuous monitoring of data quality trends and rule coverage, and generates regular reports on key data quality metrics.

Metadata Management

Includes four major modules: metadata analysis, acquisition management, lifecycle management, and version control. Offers full lifecycle support for metadata operations such as creation, editing, deletion, and querying. Also supports version management—including versioning, version comparison, and impact analysis. Lineage analysis tools help trace data flows and assess the downstream impact of changes.

Project Outcomes

The platform, with metadata management at its core, ensures unified governance of data standards and quality. This guarantees the integrity, consistency, accuracy, and uniqueness of enterprise data. By exposing data assets through a centralized portal and enabling search capabilities, the platform empowers better data understanding and application. It enhances the institution’s data governance maturity, helps fulfill regulatory expectations, and positions the enterprise to leverage data effectively in an increasingly competitive and data-driven financial landscape.

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