# \#data-modelling

**URL:** https://forum.data-community.org/tag/data-modelling/75.md

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## [VaultSpeed News Letter - What's New in June 26](https://forum.data-community.org/t/vaultspeed-news-letter-whats-new-in-june-26/2131)

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**Author:** [@kevin.monk](https://forum.data-community.org/u/kevin.monk)\
**Replies:** 0\
**Last updated:** [June 23, 2026, 3:02pm UTC](https://forum.data-community.org/t/vaultspeed-news-letter-whats-new-in-june-26/2131 "2026-06-23T15:02:58Z")

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We just launched our monthly LinkedIn newsletter and the first edition is live! “What’s New in June” is packed: • We’re at Databricks Data + AI Summit next week, come find us at booth #112 • Webinar on June 23rd: What…

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## [VaultSpeed - Agentic Framework - Live Intro](https://forum.data-community.org/t/vaultspeed-agentic-framework-live-intro/2105)

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**Author:** [@kevin.monk](https://forum.data-community.org/u/kevin.monk)\
**Replies:** 0\
**Last updated:** [May 26, 2026, 3:19pm UTC](https://forum.data-community.org/t/vaultspeed-agentic-framework-live-intro/2105 "2026-05-26T15:19:33Z")

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There’s a gap automation has never quite reached around the data vault. Source profiling, business key identification, entity mapping on the way in. Semantic layer design, data products, and data contracts on the way out…

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## [Why your data architecture is holding your AI back](https://forum.data-community.org/t/why-your-data-architecture-is-holding-your-ai-back/2092)

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**Author:** [@JulienRedmond](https://forum.data-community.org/u/JulienRedmond)\
**Replies:** 0\
**Last updated:** [April 30, 2026, 9:11am UTC](https://forum.data-community.org/t/why-your-data-architecture-is-holding-your-ai-back/2092 "2026-04-30T09:11:11Z")

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We recently put this together based on what we’re seeing across a number of AI projects. A common pattern is that it’s not the model that’s holding things back, it’s the structure and quality of the data underneath. If …

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## [Data Vault Integration for Dashboard Data Extraction](https://forum.data-community.org/t/data-vault-integration-for-dashboard-data-extraction/1628)

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**Author:** [@tg3](https://forum.data-community.org/u/tg3)\
**Replies:** 3\
**Last updated:** [December 12, 2024, 2:09pm UTC](https://forum.data-community.org/t/data-vault-integration-for-dashboard-data-extraction/1628 "2024-12-12T14:09:41Z")

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Hello everyone, I’m working on a Data Vault implementation that currently includes Hubs, Links, and Satellites, including multi-active satellites and satellite links. The model is still in the development phase, so we’r…

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## [How to model multi-level hierarchies in DV 2.0 ?](https://forum.data-community.org/t/how-to-model-multi-level-hierarchies-in-dv-2-0/1269)

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**Author:** [@gaurav](https://forum.data-community.org/u/gaurav)\
**Replies:** 1\
**Last updated:** [May 21, 2024, 1:42am UTC](https://forum.data-community.org/t/how-to-model-multi-level-hierarchies-in-dv-2-0/1269 "2024-05-21T01:42:01Z")

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Hello DV Community, I wish to understand what’s the best way, in your opinion, to model multi-level hierarchies (e.g. retail merchandise product hierarchies) according to the DV 2.0 standard. Below is an expected data…