Data Community Forum

Topic	Replies	Views	Activity
Delivering a continuous enterprise data pipeline Meetups data-quality , data-pipeline , enterpise , ai After last week’s virtual conference, we’re back to business as usual in October, when we welcome Scott Ambler to the Data Community. Delivering a Continuous Enterprise Data Pipeline :date: 2026-10-21T15:00:00Z (UTC)→2…	0	40	September 10, 2026
Welcome to the Data Vault User Group Discourse Watercooler	0	1205	November 23, 2021
Semantic Layer Stories Tools agents , semantic-layer	3	43	October 1, 2026
Event: VaultSpeed NEXT in New York - 22nd Oct Data Vault 2.0	0	18	September 30, 2026
How Can Businesses Improve PII Data Governance When Using AI? Data Vault 2.0 business-key	1	22	September 30, 2026
Business key(BK) standardisation# BK to be used for hash key creation Data Vault 2.0 business-key , satellite , hash-key	2	49	September 29, 2026
Handling Retroactive Changes to Historical Effectivity in Data Vault 2.0 Data Vault 2.0 satellite	7	87	September 23, 2026
Data Vault: Core Concepts is now available on demand Data Vault 2.0	0	25	September 22, 2026
Data Community Virtual Conference 2026 Debrief. What stuck with you? Events	1	35	September 9, 2026
Introduce yourselves! Watercooler community	47	1738	September 7, 2026
LLM API Returning Inconsistent Responses When Using RAG Other Methodologies link	0	41	September 1, 2026
Introducing myself: governed self-service, semantics and AI Watercooler	3	63	August 31, 2026
How ready is your data function, really? (Free 5-min self-assessment) Watercooler data-platform , data-maturity	0	24	August 20, 2026
📣 Data Community Virtual Conference 2026 — Free, 2 Days, All Online Events	0	64	August 19, 2026
What load timestamp should we use when migrating 10 years of daily deltas Data Vault 2.0	7	148	August 12, 2026
Meet the IRiS Assistant IRiS	1	74	June 28, 2026
DV hub methodology question about load_date Data Vault 2.0	1	96	June 26, 2026
Scaling Data Vault Meetups automatedv , vaultspeed	0	55	June 23, 2026
VaultSpeed News Letter - What's New in June 26 VaultSpeed datamodelling , data-vault , data-modelling	0	45	June 23, 2026
Detecting Delete of a Relationship in Snapshots Data Vault 2.0 link	2	78	June 22, 2026
Why AI Projects Fail Without Trusted Data Foundations Other Methodologies snowflake	0	55	June 11, 2026
Effect on link structure if source table changes structure Erwin business-key , link , relationships	4	368	June 8, 2026
Experience Modeling ACDOCA Data Vault 2.0 link , hub	0	67	June 3, 2026
DV Modelling Is Hard Data Vault 2.0 link , link-satellite , hub , satellite	9	342	May 30, 2026
Partitioned Multi-Active Satellite Data Vault 2.0	0	79	May 29, 2026
PIT, MAS, and Bridge Tables — Do They Belong to the Raw Vault or the Business Vault? Data Vault 2.0 dv-20-structure	4	160	May 29, 2026
Structure of the PIT table for Snowflake DB Data Vault 2.0 pit	4	151	May 29, 2026
Soumitra Dutta Oxford-How do I quantify ROI from data initiatives? Data Vault 2.0	1	58	May 29, 2026
Ingesting JSON in to Raw Vault Data Vault 2.0 json	3	159	May 29, 2026
Thin BSATs in projects, is this best practices? Data Vault 2.0	4	184	May 29, 2026

Delivering a continuous enterprise data pipeline

After last week’s virtual conference, we’re back to business as usual in October, when we welcome Scott Ambler to the Data Community. Delivering a Continuous Enterprise Data Pipeline :date: 2026-10-21T15:00:00Z (UTC)→2…