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ODSC West 2025 OpenMetadata Workshop.pdf
- 1. AI Driven Automationin Open-Source Metadata Platforms Embedding an MCP Server
- 2. ● Introducing OpenMetadata ●AI Agents need for Context & MCP Servers ● AI-driven governance with OpenMetadata MCP Server ● Workshop Pt 1 ● Coffee Break ● Workshop Pt 2 ● Q&A Agenda
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- 4. Data complexity isgrowing INGEST TRANSFORM RAW DATA REFINED / FEATURE DATA ANALYTICS / MODELS DATA / AI APPS DATA SOURCES DATA INFRASTRUCTURE
- 5. Unified Metadata GraphPowered by All your metadata: collected and standardized
- 6. All your metadata:collected and standardized Unified Metadata Graph Powered by Discovery Observability Governance
- 7. Discovery Observability Unified MetadataGraph Powered by Open Source API-First and Schema-First Open Standards Metadata Extensibility Governance All your metadata: collected and standardized INGEST TRANSFORM RAW DATA REFINED / FEATURE DATA ANALYTICS / MODELS DATA / AI APPS DATA SOURCES DATA INFRASTRUCTURE
- 8. Discovery Observability Unified MetadataGraph Powered by Governance All your metadata: collected and standardized SOURCE LINEAGE INCIDENT LINEAGE DESCRIPTION QUERIES SAMPLE GLOSSARY PIPELINES INGEST TRANSFORM RAW DATA REFINED / FEATURE DATA ANALYTICS / MODELS DATA / AI APPS DATA SOURCES DATA INFRASTRUCTURE
- 9. DATA ANALYSTS DATA ENGINEERS BUSINESS USERS DATA SCIENTISTS DATA GOVERNANCE Data contextualized forevery user and every agent
- 10. DATA ANALYSTS DATA ENGINEERS BUSINESS USERS DATA SCIENTISTS DATA GOVERNANCE Data contextualized forevery user and every agent AI AGENTS
- 11. DATA ANALYSTS DATA ENGINEERS BUSINESS USERS DATA SCIENTISTS DATA GOVERNANCE Data contextualized forevery user and every agent AI AGENTS Workflows for everyone deliver high quality outcomes efficiently Breakdown data silos comprehensive context of data 100+ integrations with leading data platforms & tools
- 12. Unified Metadata GraphPowered by Workflows for everyone deliver high quality outcomes efficiently Breakdown data silos comprehensive context of data 100+ integrations with leading data platforms & tools DATA ANALYSTS DATA ENGINEERS BUSINESS USERS DATA SCIENTISTS DATA GOVERNANCE Discovery Observability Governance Unified Experience Data contextualized for every user and every agent AI AGENTS INGEST TRANSFORM RAW DATA REFINED / FEATURE DATA ANALYTICS / MODELS DATA / AI APPS DATA SOURCES DATA INFRASTRUCTURE
- 13. CONFIDENTIAL - DONOT DUPLICATE OR DISTRIBUTE WITHOUT PERMISSION FROM COLLATE Loggi transforms data for more efficient and reliable deliveries with
- 14. CONFIDENTIAL - DONOT DUPLICATE OR DISTRIBUTE WITHOUT PERMISSION FROM COLLATE 30% faster ETL pipelines 89% fewer Looker dashboards 7,000 Redshift tables dropped $2,000 savings per month with
- 15. CONFIDENTIAL - DONOT DUPLICATE OR DISTRIBUTE WITHOUT PERMISSION FROM COLLATE Loggi transforms data for more efficient and reliable deliveries with 30%faster ETL pipeline 89%fewer Looker dashboards 7,000Redshift tables dropped $2,000savings per month OpenMetadata has been useful since day one in the company. Everyone claimed it was difficult to find tables for specific information needed, or even to know who they could reach out to in order to get more information. Now, all our data components are in one place and our users have been giving good feedback about the experience.
- 16. The Power ofOpen Standards and Open Source 11,000 2,000 7,800 Community members Enterprise deployments GitHub stars 370 100 Open-source contributors Data connectors { } https://slack.open-metadata.org/ https://github.com/open-metadata/OpenMetadata
- 17. Give agents contextto make the right decisions Standardizes the agent<>tool interface Conversational interface for every technical tool Model Context Protocol - MCP
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- 19. Out-of-the-box deployment Exposing functional tools notan API wrapper OpenMetadata MCP Server
- 20. Out-of-the-box deployment Exposing functional tools notan API wrapper Native authentication & authorization OpenMetadata MCP Server
- 21. Automate changes up anddown a data stack Combining with other MCP servers OpenMetadata MCP Server Use Cases Murat Migdisoglu, Data Architect & contributor Aimen Denche, Data Engineer @
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- 24. Learning Outcomes OpenMetadata isan open-source metadata platform provides discoverability, observability, and governance for every data asset in your organization to every one and every agent Model Context Protocol standardizes the interface between agents and tools, giving AI the right context to make the right decisions OpenMetadata MCP Server brings the context and governance of your full data stack to AI agents, allowing them to take actions the improve your data systems at scale
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- 26. Star us onGitHub https://github.com/open-metadata/OpenMetadata Join our Slack https://slack.open-metadata.org/ Follow us on X @open_metadata Collate is OpenMetadata aaS https://www.getcollate.io/ Thank you