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59 changes: 51 additions & 8 deletions docs/metadata-standards/overview.md
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Expand Up @@ -45,14 +45,57 @@ OpenMetadata Standards provide a **unified, open-source metadata model** that de

### What This Enables

Our standards enable:
- **Universal Interoperability** across data, document, and AI platforms
- **Semantic Understanding** through RDF ontologies and knowledge graphs
- **AI Governance** with comprehensive LLM and agent metadata
- **Unified Data Governance** spanning structured and unstructured data
- **Data Quality** with comprehensive testing and profiling frameworks
- **Complete Lineage** from raw data through transformations to AI applications
- **Clear Ownership** and organizational structure across all assets
<div class="grid cards" markdown>

- :material-connection:{ .lg .middle } **Universal Interoperability**

---

Seamlessly connect and integrate across data platforms, document systems, and AI tools using standardized metadata schemas.

- :material-graph:{ .lg .middle } **Semantic Understanding**

---

Enable rich semantic queries and reasoning through RDF ontologies and knowledge graphs built on W3C standards.

- :material-robot:{ .lg .middle } **AI Governance**

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Govern AI systems with the same rigor as data - track LLMs, agents, prompts, and model lineage end-to-end.

- :material-shield-check:{ .lg .middle } **Unified Data Governance**

---

Apply consistent governance policies across structured databases, unstructured documents, and AI systems.

- :material-test-tube:{ .lg .middle } **Data Quality**

---

Comprehensive testing, profiling, and validation frameworks ensuring data reliability across all asset types.

- :material-source-branch:{ .lg .middle } **Complete Lineage**

---

Track data flow from raw sources through transformations, ML pipelines, to AI applications and dashboards.

- :material-account-group:{ .lg .middle } **Clear Ownership**

---

Define organizational structure, teams, roles, and responsibilities across all data and AI assets.

- :material-api:{ .lg .middle } **API-First Design**

---

RESTful APIs enable real-time metadata updates and integrations without heavyweight infrastructure.

</div>

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