#dbt #GraphDatabase #FalkorDB #Neo4j #AIChat #DataEngineering #KnowledgeGraph #CubeJS #Superset #SemanticLayer #RAG #BI #DataEngineering #AI
June 16, 2026 at 7:40 AM
Telling a real semantic layer from a rebranded metrics catalogue, in 3 questions:
1. Can anything other than your BI tool read it?
2. Is policy enforced here or only documented here?
3. Does it survive a question nobody anticipated?
#BigDataLDN #SemanticLayer
1. Can anything other than your BI tool read it?
2. Is policy enforced here or only documented here?
3. Does it survive a question nobody anticipated?
#BigDataLDN #SemanticLayer
September 16, 2026 at 3:04 PM
Telling a real semantic layer from a rebranded metrics catalogue, in 3 questions:
1. Can anything other than your BI tool read it?
2. Is policy enforced here or only documented here?
3. Does it survive a question nobody anticipated?
#BigDataLDN #SemanticLayer
1. Can anything other than your BI tool read it?
2. Is policy enforced here or only documented here?
3. Does it survive a question nobody anticipated?
#BigDataLDN #SemanticLayer
The last part of the #semanticlayer series is here. We explore the allowed AI-powered capabilities and why it's the structured bridge between data sources and business requirements.
How declarative metrics, data models, and metadata enable the LLM to interpret the business context accurately.
How declarative metrics, data models, and metadata enable the LLM to interpret the business context accurately.
Semantic Layer and AI: The Future of Data Querying with Natural Language - Cube Blog
cube.dev
December 19, 2024 at 2:53 PM
The last part of the #semanticlayer series is here. We explore the allowed AI-powered capabilities and why it's the structured bridge between data sources and business requirements.
How declarative metrics, data models, and metadata enable the LLM to interpret the business context accurately.
How declarative metrics, data models, and metadata enable the LLM to interpret the business context accurately.
Orionbelt is here, I can see it from my house! The future is triples.. #SemanticLayer #Analytics #Data
December 2, 2024 at 8:49 PM
Orionbelt is here, I can see it from my house! The future is triples.. #SemanticLayer #Analytics #Data
Anyone working with a Python based Semantic Layer like dotML (github.com/zurferr/dotML) or other?
I‘m starting a new venture in that area building something more modern. Stay tuned or DM me when interested to contribute.
#python #semanticlayer #freesemanticlayer #semanticlayerftw
I‘m starting a new venture in that area building something more modern. Stay tuned or DM me when interested to contribute.
#python #semanticlayer #freesemanticlayer #semanticlayerftw
GitHub - zurferr/dotML: dotML is a light-weight semantic layer written in Python.
dotML is a light-weight semantic layer written in Python. - zurferr/dotML
github.com
May 15, 2025 at 8:38 PM
Anyone working with a Python based Semantic Layer like dotML (github.com/zurferr/dotML) or other?
I‘m starting a new venture in that area building something more modern. Stay tuned or DM me when interested to contribute.
#python #semanticlayer #freesemanticlayer #semanticlayerftw
I‘m starting a new venture in that area building something more modern. Stay tuned or DM me when interested to contribute.
#python #semanticlayer #freesemanticlayer #semanticlayerftw
It is so weird to me to be in a place of being a technical expert on something so new like #TableauNext I am on all these calls suggesting to teams to have their data ingested into #DataCloud and letting this all work together.
I am a nerd for this #SemanticLayer.
I am a nerd for this #SemanticLayer.
September 18, 2025 at 7:53 PM
It is so weird to me to be in a place of being a technical expert on something so new like #TableauNext I am on all these calls suggesting to teams to have their data ingested into #DataCloud and letting this all work together.
I am a nerd for this #SemanticLayer.
I am a nerd for this #SemanticLayer.
Not usually one to share work posts, but this is the most exciting project Ive worked on since Joining Stardog. https://www.linkedin.com/posts/stardog-union_knowledgegraph-semanticlayer-datafabric-activity-7087879322283192322-X2cZ?utm_source=share&utm_medium=member_desktop
Stardog on LinkedIn: #knowledgegraph #semanticlayer #datafabric #datamesh #llm #generativeai…
Announcing the Stardog Voicebox Early Access Program - Ready to see the power of LLM and generative AI to accelerate data modeling? Join our waitlist:…
www.linkedin.com
July 20, 2023 at 7:52 PM
Not usually one to share work posts, but this is the most exciting project Ive worked on since Joining Stardog. https://www.linkedin.com/posts/stardog-union_knowledgegraph-semanticlayer-datafabric-activity-7087879322283192322-X2cZ?utm_source=share&utm_medium=member_desktop
From Dashboards to Agents: The Future of Self-Service BI: Agentic AI could finally deliver on self-service BI’s original promise: faster, smarter decisions powered by trusted data.
Continue reading... #informationmanagement #semanticlayer
Continue reading... #informationmanagement #semanticlayer
From Dashboards to Agents: The Future of Self-Service BI
Agentic AI could finally deliver on self-service BI’s original promise: faster, smarter decisions powered by trusted data.
Continue reading...
www.vktr.com
July 9, 2026 at 3:00 PM
From Dashboards to Agents: The Future of Self-Service BI: Agentic AI could finally deliver on self-service BI’s original promise: faster, smarter decisions powered by trusted data.
Continue reading... #informationmanagement #semanticlayer
Continue reading... #informationmanagement #semanticlayer
Semantic Layer as a UX Strategy: Rethinking Power BI Models as Product Interfaces: Power BI is often seen as a reporting tool. But what if we viewed the data model not just as a technical structure, but as the foundation of… @PowerBI #PowerBI #UserExperience #DataAnalytics #UXDesign #SemanticLayer
Semantic Layer as a UX Strategy: Rethinking Power BI Models as Product Interfaces
Power BI is often seen as a reporting tool. But what if we viewed the data model not just as a technical structure, but as the foundation of user experience (UX)? In this post, we’ll explore how treating the Power BI semantic layer as a product interface can lead to more intuitive, sustainable, and user-friendly analytics solutions.
dlvr.it
July 11, 2025 at 11:04 PM
Semantic Layer as a UX Strategy: Rethinking Power BI Models as Product Interfaces: Power BI is often seen as a reporting tool. But what if we viewed the data model not just as a technical structure, but as the foundation of… @PowerBI #PowerBI #UserExperience #DataAnalytics #UXDesign #SemanticLayer
👉 On Wednesdays, We Define Our LookML Metrics: Data Metrics Dictionary Rulebook (An Open Letter to the BI World)
Read the full piece here: medium.com/google-cloud...
💬 I'd love to hear your take on #semanticlayer
#Looker #PowerBI #LookML #Snowflake #Databricks #Cube #Tableau
Read the full piece here: medium.com/google-cloud...
💬 I'd love to hear your take on #semanticlayer
#Looker #PowerBI #LookML #Snowflake #Databricks #Cube #Tableau
On Wednesdays, We Define Our LookML Metrics: Data Metrics Dictionary Rulebook (An Open Letter to the BI World)
Metrics-as-Code: The Blueprint for Building Versioned, Deterministic Metric Dictionaries for AI Agents.
lnkd.in
November 28, 2025 at 2:25 AM
👉 On Wednesdays, We Define Our LookML Metrics: Data Metrics Dictionary Rulebook (An Open Letter to the BI World)
Read the full piece here: medium.com/google-cloud...
💬 I'd love to hear your take on #semanticlayer
#Looker #PowerBI #LookML #Snowflake #Databricks #Cube #Tableau
Read the full piece here: medium.com/google-cloud...
💬 I'd love to hear your take on #semanticlayer
#Looker #PowerBI #LookML #Snowflake #Databricks #Cube #Tableau
New Blog - Governance Without Friction: How Dremio’s Semantic Layer Keeps AI Agents Accurate and Secure
Read Here: drmevn.fyi/agentic-gove...
#DataLakehouse #AgenticAI #SemanticLayer
Read Here: drmevn.fyi/agentic-gove...
#DataLakehouse #AgenticAI #SemanticLayer
Governance Without Friction: How Dremio’s Semantic Layer Keeps AI Agents Accurate and Secure | Dremio
AI without governance is a liability. Governance without speed is a bottleneck. Dremio’s semantic layer eliminates this trade-off by providing governance without friction.With a single, governed…
drmevn.fyi
October 6, 2025 at 1:00 AM
New Blog - Governance Without Friction: How Dremio’s Semantic Layer Keeps AI Agents Accurate and Secure
Read Here: drmevn.fyi/agentic-gove...
#DataLakehouse #AgenticAI #SemanticLayer
Read Here: drmevn.fyi/agentic-gove...
#DataLakehouse #AgenticAI #SemanticLayer
今日のSEOでは、＃POTHAREDDYと＃ロバートに注目し、ウェブ4.0で確実にリードを握りましょう！データドリブンな時代においても、アカデティックな天才でさえ、SEO戦略を見極めることが求められます。アペィオットを通じてあなたの節目を発見してください！🚀🐺 ＃Web4_0 ＃SemanticLayer
aepiot.com/semantic-map... 最新の情報を探求し、実践的なガイドも既に公開しております！
aepiot.com/semantic-map... 最新の情報を探求し、実践的なガイドも既に公開しております！
May 10, 2026 at 7:05 AM
今日のSEOでは、＃POTHAREDDYと＃ロバートに注目し、ウェブ4.0で確実にリードを握りましょう！データドリブンな時代においても、アカデティックな天才でさえ、SEO戦略を見極めることが求められます。アペィオットを通じてあなたの節目を発見してください！🚀🐺 ＃Web4_0 ＃SemanticLayer
aepiot.com/semantic-map... 最新の情報を探求し、実践的なガイドも既に公開しております！
aepiot.com/semantic-map... 最新の情報を探求し、実践的なガイドも既に公開しております！
Does your company struggle with messy, inconsistent data? A semantic layer transforms complex data into a single, business-friendly view, enabling reliable self-service analytics and trusted AI. Find out why you need one now. #DataAnalytics #SemanticLayer
inpathways.net/is-companys-...
inpathways.net/is-companys-...
Is Company Data Useless? Why Need Essential Semantic Layer - InPathWays
Ready for Flawless Data-Driven Decisions? How a Semantic Layer Makes Business Analysis Effortless. Every day, your business creates a huge amount of data.
inpathways.net
September 1, 2025 at 5:20 PM
Does your company struggle with messy, inconsistent data? A semantic layer transforms complex data into a single, business-friendly view, enabling reliable self-service analytics and trusted AI. Find out why you need one now. #DataAnalytics #SemanticLayer
inpathways.net/is-companys-...
inpathways.net/is-companys-...
Everyone keeps talking about AI models and GenAI, but when it comes to self-service analytics, recent developments increasingly suggest that the bigger challenge is not the model itself, but ... #AI #DataArchitecture #Databricks #Anthropic #DataGovernance #Analytics
www.linkedin.com/posts/emrese...
www.linkedin.com/posts/emrese...
#ai #dataarchitecture #databricks #unitycatalog #genie #anthropic #semanticlayer #knowledgemanagement #datagovernance #analytics | Emre Sevinç
Everyone keeps talking about AI models and GenAI, but when it comes to self-service analytics, recent developments increasingly suggest that the bigger challenge is not the model itself, but the quali...
www.linkedin.com
August 28, 2026 at 9:34 AM
Everyone keeps talking about AI models and GenAI, but when it comes to self-service analytics, recent developments increasingly suggest that the bigger challenge is not the model itself, but ... #AI #DataArchitecture #Databricks #Anthropic #DataGovernance #Analytics
www.linkedin.com/posts/emrese...
www.linkedin.com/posts/emrese...
Three AI agents, one Snowflake, three different revenue numbers. None hallucinated. None were wrong. They just never agreed on what "revenue" means. #SemanticLayer #DataStack
August 23, 2026 at 1:02 PM
Three AI agents, one Snowflake, three different revenue numbers. None hallucinated. None were wrong. They just never agreed on what "revenue" means. #SemanticLayer #DataStack
Managing complex IT documentation is a major challenge for many companies.
We helped a multinational food corporation solve this with a #SemanticLayer Enterprise Information Architecture, creating a single source of truth to reduce costly delays. Read their success story: bit.ly/45d0ryX
We helped a multinational food corporation solve this with a #SemanticLayer Enterprise Information Architecture, creating a single source of truth to reduce costly delays. Read their success story: bit.ly/45d0ryX
August 11, 2025 at 8:44 AM
Managing complex IT documentation is a major challenge for many companies.
We helped a multinational food corporation solve this with a #SemanticLayer Enterprise Information Architecture, creating a single source of truth to reduce costly delays. Read their success story: bit.ly/45d0ryX
We helped a multinational food corporation solve this with a #SemanticLayer Enterprise Information Architecture, creating a single source of truth to reduce costly delays. Read their success story: bit.ly/45d0ryX
Today we're hosting our first US-based Customer Advisory Board meeting in New York & are excited about connecting with our customers, learning more about their needs & challenges & hearing their feedback!
#NewYork #CustomerAdvisoryBoard #CAB #KnowledgeGraphs #SemanticLayer #AI
#NewYork #CustomerAdvisoryBoard #CAB #KnowledgeGraphs #SemanticLayer #AI
May 5, 2025 at 5:43 PM
Today we're hosting our first US-based Customer Advisory Board meeting in New York & are excited about connecting with our customers, learning more about their needs & challenges & hearing their feedback!
#NewYork #CustomerAdvisoryBoard #CAB #KnowledgeGraphs #SemanticLayer #AI
#NewYork #CustomerAdvisoryBoard #CAB #KnowledgeGraphs #SemanticLayer #AI
Lulit Tesfaye improves companies' AI capabilities with a #semanticLayer that puts precious knowledge assets in a #context that machines can actually work with. A crucial part of that context is the interoperability that standards like #RDF enable.
knowledgegraphinsights.com/lulit-tesfaye/
knowledgegraphinsights.com/lulit-tesfaye/
Lulit Tesfaye: semantic architectures for the AI era
Lulit Tesfaye is a Partner and VP at Enterprise Knowledge and an expert on semantic architectures for AI and knowledge management.
knowledgegraphinsights.com
June 10, 2026 at 10:34 AM
Lulit Tesfaye improves companies' AI capabilities with a #semanticLayer that puts precious knowledge assets in a #context that machines can actually work with. A crucial part of that context is the interoperability that standards like #RDF enable.
knowledgegraphinsights.com/lulit-tesfaye/
knowledgegraphinsights.com/lulit-tesfaye/
Refactoring #data projects helps with clarity, scalability, and onboarding new people into the project
We’re refactoring in the open by tackling our internal #analytics #dbt project
Join us for part 1 as we create a time spine as a foundation for #semanticlayer:
medium.com/inthepipelin...
We’re refactoring in the open by tackling our internal #analytics #dbt project
Join us for part 1 as we create a time spine as a foundation for #semanticlayer:
medium.com/inthepipelin...
Building in the open: Recce’s internal dbt repo refactor
Coming into an incomplete, nascent, or otherwise confusingly set-up codebase is a rite of passage for data folks. At my first real job, at…
medium.com
April 8, 2025 at 3:59 AM
Refactoring #data projects helps with clarity, scalability, and onboarding new people into the project
We’re refactoring in the open by tackling our internal #analytics #dbt project
Join us for part 1 as we create a time spine as a foundation for #semanticlayer:
medium.com/inthepipelin...
We’re refactoring in the open by tackling our internal #analytics #dbt project
Join us for part 1 as we create a time spine as a foundation for #semanticlayer:
medium.com/inthepipelin...
But we didn’t stop there.
The tool also:
✅ suggests necessary #transformations
✅ maps everything into a #semanticlayer
✅ makes the data accessible in tools like @powerbi.bsky.social or #tableau
✅ help user to understand the #bussinessUseCase
✅ or exports it directly to a destination DB
The tool also:
✅ suggests necessary #transformations
✅ maps everything into a #semanticlayer
✅ makes the data accessible in tools like @powerbi.bsky.social or #tableau
✅ help user to understand the #bussinessUseCase
✅ or exports it directly to a destination DB
July 26, 2025 at 6:49 PM
But we didn’t stop there.
The tool also:
✅ suggests necessary #transformations
✅ maps everything into a #semanticlayer
✅ makes the data accessible in tools like @powerbi.bsky.social or #tableau
✅ help user to understand the #bussinessUseCase
✅ or exports it directly to a destination DB
The tool also:
✅ suggests necessary #transformations
✅ maps everything into a #semanticlayer
✅ makes the data accessible in tools like @powerbi.bsky.social or #tableau
✅ help user to understand the #bussinessUseCase
✅ or exports it directly to a destination DB
Talked w/ Everpure's Prakash Darji at Pure Accelerate 2026 about how the company's new Data Intelligence semantic layer actually works under the hood — down to a seven-layer model connecting a single purchase order across systems.
coderlegion.com/20849/inside... #DataIntelligence #SemanticLayer
coderlegion.com/20849/inside... #DataIntelligence #SemanticLayer
Inside Everpure's Data Intelligence: A Conversation with Prakash Darji
When ransomware hits, the standard playbook is to roll back the entire environment to the last known clean snapshot. It works, but it's blunt. You lose every legitimate change made since that snapshot...
coderlegion.com
June 17, 2026 at 10:20 PM
Talked w/ Everpure's Prakash Darji at Pure Accelerate 2026 about how the company's new Data Intelligence semantic layer actually works under the hood — down to a seven-layer model connecting a single purchase order across systems.
coderlegion.com/20849/inside... #DataIntelligence #SemanticLayer
coderlegion.com/20849/inside... #DataIntelligence #SemanticLayer