Resources

Webinars, papers, events and posts

The recordings, the whitepaper, the events we hosted or joined, and the blog, on one page you can filter by kind.

How to videos

Watch how VaultSpeed works, one topic at a time

Recordings from the product team. Start with the overview, then follow the conceptual modeler series, Flow and the dbt integration, or watch the NEXT London event.

Blog

Follow the work as it develops

Articles from the team on agentic data modeling, context engineering, modeling choices and how data landscapes change. Newest first.

VaultSpeed 8 is here. The agentic data modeling platform.
Oct 8, 2026 VaultSpeed 8 is here

Patrick Van Deven, CEO and founder

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What is an agentic data vault?
Oct 8, 2026 What is an agentic data vault?

How purpose-built AI agents extend data vault automation beyond code generation, covering source analysis, semantic layers, and governed data products...

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The Human Decisions AI Cannot Make
Jun 15, 2026 The Human Decisions AI Cannot Make

Patrick Van Deven & Hans Hultgren

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Data vault automation for smaller teams: Building on the shoulders of giants
May 20, 2026 Data vault automation for smaller teams: Building on the shoulders of giants

What if your team of ten could run a data vault like the best in the industry? The architecture review meeting is one of the most predictable scenes i...

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How do you learn to trust the machine? Introducing the Enterprise Context Store.
May 13, 2026 How do you learn to trust the machine? Introducing the Enterprise Context Store.

"We're going to use AI agents to build and maintain our data platform." A lot of data teams are now seriously considering exactly that: automating mod...

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Data foundations for AI: why the transformation layer is the weakest link
Apr 20, 2026 Data foundations for AI: why the transformation layer is the weakest link

Every enterprise with an AI programme has heard the same advice: get your data foundations for AI in order. Clean it up. Govern it.

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Schema Drift in Data Vault: Why It's Harder Than a Git Diff
Apr 15, 2026 Schema Drift in Data Vault: Why It's Harder Than a Git Diff

Source systems change constantly. Columns get added, tables get split, keys get redefined, feeds get restructured. In a conventional ETL pipeline, you...

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Transformation debt: why your data platform isn't AI-ready
Apr 9, 2026 Transformation debt: why your data platform isn't AI-ready

Most conversations I have with data and AI executives follow the same arc. They start with ambition: AI initiatives, semantic layers, copilots. Within...

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Product updates

Release notes by email

New releases and what changed in them, sent when there is something to tell. Nothing else.

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Seen something here you want to try on your own metadata? Tell us who you are and what you want to discuss, and we come back within two working days with a proposed slot.