@Scout24 runs 10+ real estate companies across Germany, Austria, and Spain on one AI context layer, built with Collate. Live in production in under 10 weeks. One source of trusted context for people and agents. 🎥 Watch the full Scout24 story --> youtu.be/jQf8WvPHgSw?si=TNr5… #AIforData #ContextLayer #CustomerStory #OpenMetadata

"If the foundations aren't there, every model will be confidently wrong." Live panel from @BigDataLDN: our CEO Suresh Srinivas, @MikeFerguson1, and Angelita Frozza Sanches (@Scout24) share experience from 1 year in production with AI agents. 🎥 youtube.com/watch?v=fmekRwap… #AIforData #ContextLayer #BigDataLDN #OpenMetadata

Critical governance knowledge lived in individual "data historians," the people who knew where reports originated and why certain transformations existed. When those people left, transferred, or retired, they took that knowledge with them. Read how UnionBank approached it here: buff.ly/I7F9KAu #DataGovernance #BankingData #MetadataManagement #OpenMetadata #ContextLayer

"If context is your moat, it should be open source." Suresh Srinivas (@suresh_m_s), Collate CEO, @BigData_LDN: proprietary context layers trap your AI advantage inside one vendor. Open context compounds. 7x fewer wrong answers. 75% fewer tokens. 4,000+ orgs including OpenAI, Yelp, Airbus. buff.ly/KEkm0gh #AIforData #ContextLayer #AIAgents #OpenMetadata

How many teams have to agree on what "customer" means before your CFO gets a revenue number? @suresh_m_s speaks in @InfoWorld on why AI makes enterprise semantics practical: 7x more accurate answers, query workloads down 86% in our tests. buff.ly/3bMCyyf #Semantics #ContextLayer #OpenMetadata

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: buff.ly/g91MrpO #OpenMetadata #DataDiscovery #DataGovernance #DataEngineering

Two hours. The Agent-Ready Context Layer, 8am PT. @JessicaTalisman and @d3fmacro on telling a real ontology from a relabeled glossary, and why agents fall over without one. Bring a claim you've been asked to believe. buff.ly/V7a3e5u #Ontology #ContextLayer #OpenMetadata

What happens when your AI agents understand the data, but not what it actually means? For one company, even "order" meant different things across teams - and that ambiguity was enough to make reliable AI reasoning a challenge. See how they approached building the shared context their agents needed to reason consistently across the business. Read the case study here: buff.ly/a5JNhtt #Semantics #Ontology #AIAgents #ContextLayer #OpenMetadata

We all talk about AI, but the real product is not AI. Context is the real product. AI just multiplies it. Angelita Frozza Sanches, Head of Core Data Platform at Scout24, on what her team built underneath its AI platform. Read about it here: buff.ly/L2wg0iH #AIforData #ContextLayer #DataGovernance #Semantics #OpenMetadata

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. buff.ly/38oZeEz #ContextLayer #AIforData #OpenMetadata