Top Tweets for #OpenMetaData
How long does it take your team to find out whether a dataset is usable?
Our guide covers how data discovery works, where manual methods break at scale, and how AI changes the process.
https://t.co/PZyKf3ygga
#DataDiscovery #AIforData #OpenMetadata
Models are swappable, so the context you give them has to be portable: open schemas, RDF and OWL ontologies, and shared vocabularies like FIBO and HL7.
@suresh_m_s on https://t.co/pwgW9AE6Oi Leadership Insights:
https://t.co/Uvgc5872kE
#OpenMetadata #OpenContextLayer #Ontology
Rakuten users spent 2 to 3 months figuring out which data mattered for a problem. With OpenMetadata, the team expects it to take under an hour.
The team ran the evaluation alongside its first two business platforms.
https://t.co/pPfcaFyAq0
#OpenMetadata #DataDiscovery #DataEngineering
Can you show a regulator where a report number came from?
Our guide covers which regulations call for lineage (BCBS 239, SOX, GDPR, Solvency II), what to look for in a tool, and how seven platforms compare.
https://t.co/vrf8JWp5AN
#DataLineage #DataGovernance #OpenMetadata
An enterprise context layer ties data assets to business meaning, lineage, and quality so people and agents read data the same way.
Our guide covers what it should include and how to build it.
https://t.co/CS2aLFZgNp
#ContextLayer #AIAgents #OpenMetadata
The latest issue of the OpenMetadata monthly newsletter is now available. The community has a lot going on every month, and following us on Medium is a great way to stay in the loop.
πhttps://t.co/Kufrt9b9np
#openmetadata #dataengineering #aicontext #aiengineering #datagovernance
1 hour left! OpenMetadata Community Meetup starts at 9 AM PT today.
First look at 2.1 (@d3fmacro+ team)
Ariadna Cuffi (@Sequra_app): self-service AI adoption 22% to 53%
Join: https://t.co/aJUHpuen12
#OpenMetadata #AIAgents #ContextPlatform
Context islands vs. a unified context layer, debated live at @BigData_LDN
@mikeferguson1 + @Scout24's Angelita Frozza Sanches dig into the tradeoffs, plus why OpenMetadata exists in the first place.
π₯ https://t.co/Mhhkn9EBbx
#OpenMetadata #DataEngineering #BigDataLDN
OpenMetadata 2.1 is coming soon, and in 48 hours you'll get your first look. CTO @d3fmacro, Pere Miquel Brull, and Felipe Maciel Cardoso give the community a first look at our Oct 21 meetup.
Live Q&A at the end.
Register: https://t.co/AzRsqdgiaJ
#OpenMetadata #ContextPlatform #DataEngineering
RDF, OWL, and SKOS have been around for 20+ years. Hand-built ontologies rarely survived production.
OpenMetadata co-founder @suresh_m_s says in @InfoWorld: Let models draft the ontology from your metadata, then have humans review it.
https://t.co/llcYkuKVDd
#OpenMetadata #Ontology #Semantics
A user survey at @RakutenGroup found that it took two to three months to determine whether a dataset was useful for a given problem. OpenMetadata is changing that for @RakutenGroup.
Read about it here: https://t.co/WDpFTaj4bV
#OpenMetadata #DataDiscovery #DataGovernance #DataEngineering
@Sequra_app connected OpenMetadata + their BI tool via MCP. Self-service analysis adoption: 22% to 53%.
Next problem: trusting the answer. Ariadna Cuffi (SeQura) shares how at our Oct 21 meetup.
https://t.co/aJUHpuen12
#OpenMetadata #AIAgents #DataGovernance
Two hours.
The Agent-Ready Context Layer, 8am PT. @JessicaTalisman and Collate CTO @d3fmacro on what makes an ontology real, and why open standards decide whether your context is portable.
https://t.co/xAe6qreft3
#OpenMetadata #Ontology #OpenSource
7.1x more accurate answers. 86% less compute.
Our own benchmarks, on our own testing.
Inference is where the errors and the token spend live.
@JessicaTalisman + @d3fmacro, Oct 14, 8am PT.
https://t.co/ZbgWNYcy39
#ContextLayer #AIforData #OpenMetadata
Can you export your ontology in OWL or RDF, load it elsewhere, and have it still mean the same thing?
If the answer involves a support ticket, it isn't open.
@JessicaTalisman + @d3fmacro, Oct 14, 8am PT.
https://t.co/c2kaM5U8dL
#OpenMetadata #Ontology #OpenSource
Test a context layer before you build on it:
1. Does it make commitments?
2. Can you inspect the logic?
3. Does inference trace to a rule?
4. Is it OWL/RDF/SKOS, or locked in?
@JessicaTalisman, Oct 14, 8am PT.
https://t.co/YH9ahSMcoL
#OpenMetadata #Ontology #Semantics
"The ontology is the blueprint; the knowledge graph is the building."
We showed our work on OpenMetadata's ontology implementation to an professional ontologist, @JessicaTalisman β https://t.co/3r402EcIFg
Learn about context layers for AI from first principles.
#OpenMetadata #RDF #KnowledgeGraph #OpenSource
Most vendors show you the answer. We showed our work, and let an independent ontology expert, @JessicaTalisman, grade Collate's context layer, glossary, ontology, and knowledge graph β https://t.co/JYSLV3suD1
#OpenMetadata #Ontology #ContextLayer
@JessicaTalisman has spent 25 years on the part of AI that nobody posts about.
Most AI deployments skip all of it, then wonder why the agent is confidently wrong.
Oct 14, 8am PT, with @d3fmacro.
https://t.co/pM1gj4Vn3b
#Ontology #Semantics #OpenMetadata
@JessicaTalisman has spent 25 years on controlled vocabularies, taxonomies, and ontologies.
Oct 14, 8am PT with Collate CTO @d3fmacro. Why open standards matter when context outlives the model.
https://t.co/YPgw3fG13V
#OpenMetadata #Ontology #Semantics
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