CollateData

AI agents don’t fail because the model is weak.' They fail because your data has structure… but not shared meaning. “Regional revenue” means one thing to Finance and another to Sales. An LLM will confidently pick one and move on. That’s how AI pilots stall. Today, we’re launching Collate’s Semantic Intelligence Graph. Built on OpenMetadata, it transforms metadata into a semantic graph that makes business meaning machine-readable and reusable across your stack. New capabilities: 🤖 AI Studio – A suite of AI agents for data quality, governance, documentation, and SQL. Tune them to your standards or build new agents grounded in your semantic graph. 🔌 AI SDK – Invoke semantic agents from your custom AI applications built on Python, Java, or TypeScript with no external dependencies, or integrate with external systems like GitHub, CI/CD pipelines, and n8n workflows. 🌐 Open Standards – OpenLineage, Open Data Contract Standard (ODCS) The impact: • Fewer hallucinated answers • Faster AI deployment • Governance before bad data ships • Clear auditability • Less engineering rework This is the shift from AI experimentation to production-ready, trusted AI systems. Full announcement: getcollate.io/blog/collate-l… March 5 webinar: datasciconnect.com/events/webinar… #SemanticIntelligence #EnterpriseAI #AIAgents #DataGovernance #AITrust

88% of organizations now use AI in at least one function. Only 39% report any measurable impact on earnings. Only 5% are achieving AI value at scale. The #1 blocker? Not the model. 68% of executives cite a lack of access to high-quality data. Here's the part nobody talks about: every major platform- Snowflake, Databricks, dbt, Tableau- now ships its own semantic layer. Each one defines "revenue" and "customer" differently. For human analysts, that's friction. For AI agents, it's a structural risk. Agents don't detect semantic conflicts. They confidently return incorrect answers at scale across every workflow. The fix isn't another semantic layer. It's a shared semantic metadata foundation that all tools read from. That's what we built. And we wrote the business case for it. Download the whitepaper 👇 🔗 buff.ly/KuLsLE6 #MetadataROI #SemanticIntelligence #AIAgents #DataGovernance #OpenMetadata #DataQuality #AI

🎥 Join Keya Karimian and @progrockrec in this new episode of Collate Discovery as they discuss all the Observability features available in Collate. Normally, this level of sophistication would require multiple tools, but in Collate, it's all in a single dashboard. This quick video explains the problem being solved and illustrates the available features. You'll also see how the conversational AI, AskCollate, can be used for an even more powerful platform. 👉Watch here: youtu.be/2SnIpYoNN6o #dataengineering #dataquality #datagovernance #dataproducts #openmetadata

Thank you to everyone who was at our last virtual OpenMetadata Monthly Meetup, Semantic Innovations & Updates with x.com/FDNY, especially FDNY and Pere Miquel Brull! At this meetup, the Fire Department of New York outlined some of the data governance challenges that led them to adopt OpenMetadata! They also shared how AI has helped extend OpenMetadata’s utility to support data analysis at the FDNY. Then, Collate’s Pere Miquel Brull introduced OpenMetadata’s new AI-Assisted Connector Development, which makes it easier than ever to build new OpenMetadata connectors by combining OpenMetadata Standards knowledge graphs with prebuilt AI skills! 🎥👉Watch here: youtu.be/7zJ4iiG8sQo #AI #SemanticIntelligence #OpenSource #DataGovernance #AISkills

We're hosting a summit. June 10. Free. Virtual. 1,200+ data leaders. Speakers from @OpenAI, @Yelp, @Airbus, @Rakuten, @Scout24, @unionbankph, and @AO — sharing real production stories. Not theory. Evidence. Three themes: → AI Agents at Work → Context for AI, Powered by Semantic Intelligence → Open Ecosystem at Scale This is the industry's premier event on production AI and data governance. And it's free. 🔗 getcollate.io/summit2026 Save your seat. #DataGoverance #AIinProduction #Context #AI #Agents #Semantics

See you in 1 hour! Coming up at 9 AM PST, our next online Meetup is "Semantic Innovations & Updates with FDNY.” Join us! 👉 buff.ly/Khm2sOk #MCP #AI #SemanticIntelligence #OpenSource

🚀 In this video, Vishnu and @progrockrec will demonstrate how teams can simplify their data workflows and improve collaboration using intelligent metadata management from Microsoft Teams and Slack. What You'll Learn: * How to set up the integration from Teams and Slack with AskCollate * How to make use of AskCollate from Teams or Slack to access Collate features from your chat environment * How to streamline your data workflows with intelligent automation See it in action in the full demo: youtu.be/F7wMv8-BEXw #DataGovernance #OpenMetadata #AISemanticsContextInsights #DataCatalog

Our next online meetup is happening soon! In less than 48 hours (4/22/26 @ 9 AM PST), we will be hosting "Semantic Innovations & Updates with FDNY.” Join us, and the New York Fire Department, as well, to introduce the latest in OpenMetadata’s MCP Server and Collate AI! 👉 luma.com/9yt8g218?utm_c… #MCP #AI #SemanticIntelligence #OpenSource

Your data team shouldn't spend half their day asking "where's the data?" and the other half asking "can I trust it?" Join us April 30 for a live @Collate demo: data discovery, data trust, and Data Contracts in action. Thursday, April 30, 9:00 AM PT 👉Register here: luma.com/5sa5j5hg #Collate #OpenMetadata #DataEngineering #DataDiscovery #SearchandDiscovery #DataQuality #DataContracts

Struggling to make AI usable with your data? Most teams lack: * Semantic context * Trust * Connectivity We’ll show how graphs + metadata fix that. April 20th, live with @JessicaTalisman + @eric_kavanagh + @d3fmacro Register: lp.dmradio.biz/graph-for-all-… #DataQuality #AI #MetadataManagement #KnowledgeGraphs

@Yelp replaced their legacy enterprise data catalog with OpenMetadata. 100,000+ entities in production. Custom connectors. LLM-enriched assets. Their own search algorithm. Amy Forest (Core Data Platform, Yelp) tells the whole story at Collate Summit on June 10. Free. Virtual. Register: buff.ly/83w3MK5 #CollateSummit #DataGovernance #AI #ProductionSuccess #Context #Agents

🎥New Collate Discovery video available where Jo Perez and @progrockrec discuss and illustrate all the latest with Collate AI Agents. This feature continues to advance, and this video covers all the latest on how AI Agents can be created and modified. 👉Watch here: youtu.be/qpjlnTeizWM #dataengineering #dataquality #datagovernance #dataproducts #openmetadata #aiagents

@Oracle has been around for decades and is widely deployed worldwide, making it an important part of your data ecosystem. Of course, Collate supports it as part of your central metadata command center. In this video, Aydin Geeringh and @progrockrec demonstrate how to connect Oracle to Collate and run through the integration's features and advantages. 🎥👉Watch here: youtu.be/8bGaJ251WyE #dataengineering #dataquality #datagovernance #collate #oracle

We’re live next week, April 20th, with @JessicaTalisman and @eric_kavanagh on: Graph for All Your Data We’ll cover: * Why knowledge graphs are resurging * How metadata powers AI + semantic layers * What it actually takes to make this work in production If you’re thinking about governed data + AI, this is a good one to join. Register: lp.dmradio.biz/graph-for-all-… #DataEngineering #Metadata #AI #KnowledgeGraphs

🚀 Working with Data Lineage? @progrockrec and Teddy Crepineau pick up the conversation about Data Quality in this second part. Scalability is the focus this time around. This video demonstrates how teams can simplify their data workflows and improve collaboration using intelligent metadata management. Key takeaways: ✅ Understanding Data Lineage capabilities 🎯 Implementation best practices 💡 Integration with your existing data stack See it in action in the full demo: youtu.be/s_fZF_ZSyrc #DataGovernance #OpenMetadata #DataLineage #DataCatalog

Your data team shouldn't spend half their day asking "where's the data?" and the other half asking "can I trust it?" Join us April 30 for a live @CollateData demo: data discovery, data trust, and Data Contracts in action. Thursday, April 30, 9:00 AM PT 👉Register here: luma.com/5sa5j5hg #Collate #OpenMetadata #DataEngineering #DataDiscovery #SearchandDiscovery #DataQuality #DataContracts

AI needs context. Metadata provides it. Graphs connect it. April 20 | 11 AM ET. @JessicaTalisman, @Eric_Kavanagh, and @d3fmacro show you how. Register: lp.dmradio.biz/graph-for-all-… #DataGovernance #KnowledgeGraphs

Angelita Frozza Sanches (@Scout24) at Collate Summit ’26 Scout24 replaced their legacy catalog with what she calls a “context catalog.” AI enriches context. Context enriches AI. Repeat. June 10 | Virtual | Free Register: getcollate.io/summit2026 #CollateSummit #DataGovernance #Context #SemanticIntelligence #AIAgents

Most AI failures are data failures. April 20 | 11 AM ET. @JessicaTalisman, @Eric_Kavanagh, and @d3fmacro on how knowledge graphs and semantic metadata make enterprise data AI-ready. Register: buff.ly/8cjQO7m #DataGovernance #KnowledgeGraphs

Data quality issues are inevitable, but they don't have to be painful. In this video, Teddy Crepineau and @progrockrec walk through why data quality is one of the most critical (and most overlooked) pillars of a healthy data platform, and how Collate makes it straightforward to define, monitor, and act on quality standards across your data assets. You'll see exactly how it works inside Collate with a hands-on look at the tools and workflows that turn a typically tedious process into something your team can actually keep up with. What's covered: • Why data quality matters and where teams typically struggle • How Collate approaches quality monitoring within your metadata layer • A live walkthrough of the data quality features inside Collate Watch here: youtu.be/vluJUHL4Zc8 #dataengineering #dataquality #datalineage #datagovernance #openmetadata

Collate Summit ’26: Data & AI in Production June 10 | Virtual | Free Speakers from @Airbus, @AO, @Rakuten, @Scout24, and @UnionBankph Real production stories. Zero AI hype. Register: getcollate.io/summit2026 #CollateSummit #DataGovernance #AIinProduction #SemanticIntelligence #Context #Agents #OpenMetadata