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Data Governance & Management: From Compliance Burden to Strategic Capability
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Establishing Control, Quality, and Trust in Data Assets
Frameworks and practices for managing data as a strategic asset. Spans policies, standards, data ownership models, catalogs, metadata management, lineage tracking, quality frameworks, master data management, privacy compliance, and knowledge graphs for semantic understanding. Maturity progresses from reactive compliance to proactive, enterprise-wide data stewardship.
Explores how data contracts bring software engineering rigor to data products by defining explicit schemas, SLAs, and guarantees between producers and consumers. Covers implementation patterns, tooling ecosystem, organizational changes, and measuring the ROI of contract-driven data development.