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Open source Business Intelligence and Embedded Analytics. 🌟 GitHub: https://xitter.gq/t.co/AvOD8jbBIB 📽️ YouTube: https://xitter.gq/t.co/eHsYD5c2WB

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Joined January 2015
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AI just went open source.  Welcome to Metabase 60 🫶
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Data teams aren’t afraid AI will take their jobs... they’re afraid it’ll be confidently wrong. We ran a quiz and live polls during AI Analytics Week to see how teams really feel about AI on their data. Here’s what came back 🧵
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Jobs, not so much. 53% are excited about AI changing their role. Only 12% are losing sleep, and two-thirds of those still want to connect agents to their data.
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Are we going back to test-driven development by prompting the tests first and asserting what you want before the agent builds it? But what about the BI engineer? Sameer, the CEO of Metabase, said: “Business people are the best data contracts, they know when something doesn't make sense, they know the numbers. Plus, they feel it in their subconscious". A lot is changing in BI and data generally. This deep dive goes into how to consolidate components to optimize for human ergonomics, and not agents only, and what a unified, hierarchical lineage DAG has to do with catching drift at build time. Where does verification happen on your team today? My two cents below.
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Clean data can still lose the room by slide 4 because leadership wants the answer, not the walkthrough. At @DataConnectConf, @cbalusek will show how to lead with the point, with real before-and-after decks.
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New in v64: MCP and CLI usage analytics 🔍 AI governance keeps growing. See which AI clients connect, which tools they call, who’s behind each call, and what failed, for both MCP and the CLI.
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New in v64: Transforms improvements 🔁 Transforms turn your raw data into clean, ready-to-query tables, right from Metabase. Now with indexes that survive every rebuild, lookback windows for late-arriving data, and one-click reruns of everything upstream or downstream.
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AI writes SQL for everyone now, which didn't remove the analytics bottleneck so much as move it from querying to verification. Here's how to build the semantic layer that clears it: buff.ly/7ERW4D9
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New in v64: More AI providers for Metabot 🧺 Pick where your AI runs: a hosted provider, your cloud, or your own vLLM server. Self-host, and nothing leaves your network.
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New in v64: MCP gets a major upgrade 🤖 More and better tools: build dashboards with tabs and filters, set alerts, or write documents. All within your permissions and available on every plan.
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