Timbr.ai @timbr_ai
Timbr’s AI engine powers databases with ontological meaning, relationships and inference to accelerate engineering and delivery of data products and apps. timbr.ai Joined January 2020-
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Marks & Spencer has the tools - BEAM, Power BI, Alation, o9. But the real challenge? Making them speak the same language. SQL ontologies unify Customer, Product, Planning & Supply data into one semantic backbone, powering BI, ML & AI with shared truth. 🚀 👉 Read more:…
Most digital twin projects fail, not from lack of data, but from bad data modeling. Traditional approaches rely on rigid schemas, ex-model measures, and endless JOINs. The result: long implementation times, high maintenance costs, and models that can’t keep up with changing…
Why are enterprises suddenly asking for SQL ontologies? 🚀 For years, ontologies felt academic and disconnected from day-to-day data work. But now, large companies are asking: How can we model our data as SQL ontologies? Here’s what changed: ⚡ LLM agents + workflows need…
🚀 Just launched: Timbr GraphRAG + SDK Unlock real-time, structured + unstructured GenAI with governed accuracy. We've combined Timbr's semantic knowledge graph with RAG to create an enterprise-ready architecture that lets LLMs reason over live relational data and vector-based…
📉 ERDs weren't built for insight. 📈 SQL ontologies are. Traditional data modeling stops at structure. SQL ontologies capture meaning, relationships, and inheritance across your data. ✅ Query across systems without joins ✅ Reuse relationships with direction and logic ✅…
🔓 Unlock the Power of AI-Ready Data at #DataAISummit! Book your demo! Curious how to transform your Databricks lakehouse into a powerhouse for accurate, enterprise-grade LLM SQL queries? Join us at the Databricks Data + AI Summit and discover Timbr’s SQL ontology-based…
LLMs promise instant dashboards & answers— But most teams are still debugging broken SQL. Why? Because LLMs don’t understand your data. They need structure. They need meaning. They need a semantic layer. Read how SQL-native knowledge graphs fix this: 🔗timbr.ai/blog/why-enter……
Business teams struggle with metrics because the architecture is broken. This blog shows how a knowledge graph-powered metric store simplifies it all. 📊 Read now: bit.ly/kg-metric-stor… #DataAnalytics #SQL #KnowledgeGraphs #BI #Metrics
🚀 We’re heading to San Francisco for the 2025 Databricks Data + AI Summit! If you’ll be there too, come meet our team to see how we’re helping organizations unify Databricks tools with an ontology-based semantic layer, enabling them to: • Connect Unity, Notebooks, Delta, and…
🚰 Data infrastructure isn’t just technology — it’s trust. When Mekorot, Israel’s national water company, needed to unify and secure on-prem and cloud data, they partnered with Timbr.ai. Together we: 🔹 Enabled secure, seamless data flow 🔹 Built bi-directional…
Why can’t Excel just talk to Databricks? Turns out — with the Timbr NLQ Excel Add-in, it can. Business users often hit a wall when data lives in governed platforms like Databricks. Excel wasn’t designed to work with systems like that. But with Timbr’s semantic layer, you can…
"Insight-First Architectures" is not a rigidly defined industry standard (like ELT or Data Mesh), but it's a strategic concept or philosophical approach that’s gaining traction, especially in conversations around modern data stacks and data product thinking. 🔎 What does…
🥇 ⚡⚡SQL-native Measures? Yes, really. 😲😲 Timbr’s Semantic Metric Store is changing the game — bringing together semantic modeling, explicit relationships, and SQL-defined measures/cubes to eliminate the complexity of traditional metric stores. Forget messy joins and…
LLMs don’t just need data — they need context. That’s where ontologies and knowledge graphs come in. 🧠 Modeling ontologies used to be hard. With Timbr, it’s SQL-based, visual & scalable. You get: ✅ Concepts & relationships ✅ A semantic graph ✅ LLM-ready data Stop feeding your…
ERDs had their time—SQL Ontologies are the future of data modeling! 🚀 Simpler queries, richer insights, and AI-driven conversion. See why teams are switching: 🔗 medium.com/timbr-ai/from-… #DataModeling #SQL #KnowledgeGraph #Ontology #DataAnalytics #AI
🚀 Timbr SQL Knowledge Graph integrates LLMs with structured data—no hallucinations, no complex JOINs. ✅ Faster queries ✅ No vendor lock-in ✅ Reliable insights Learn more: timbr.ai/timbr-posts/hi… #AI #DataAnalytics #LLMs #knowledgeGraph #SemanticLayer #SQL
🚀 Supercharge your dashboards in #PowerBI, #Tableau, #Qlik, #Looker & #ThoughtSpot with SQL measures! ✅ Faster queries with native SQL ✅ Seamless BI integration ✅ No complex migrations 🔗 Unlock SQL-powered BI: timbr.ai/blog/mano-a-ma… #DataAnalytics #SQL #BI #Analytics
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