Alibabacloud Dataworks Data Governancev0.0.1-beta.1

Data stewards need to create, update, and query tag keys and values for data assets in DataWorks. This scenario covers the full lifecycle of tag management except deletion, enabling consistent governance of metadata classification across the organization.

Data engineers or analysts batch-bind tags to multiple data assets (tables, tasks, workflows) to improve searchability and discoverability. This supports data catalog initiatives by enriching asset metadata with business context such as 'PII', 'Finance', or 'Customer'.

Compliance officers use tags to mark assets containing sensitive data (e.g., PCI, GDPR). They bind compliance tags to assets and later query assets by those tags for audit readiness, ensuring regulatory requirements are met.

Data platform administrators query the data asset list filtered by tags, asset type, name, or owner to maintain an up-to-date inventory. This helps in capacity planning, cost allocation, and identifying orphaned assets.

Offer automated tag management as part of a broader data governance platform, helping enterprises maintain data catalog hygiene. Revenue is generated through subscription fees based on the number of assets or users.

Integrate tag-based compliance checks as an add-on service for existing data platforms, charging per audit or as a premium feature. This reduces manual effort for compliance reporting.

Provide a managed service where the vendor handles all tag creation, updates, binding, and querying for clients. Revenue comes from monthly management fees plus per-transaction costs for large-scale operations.