3 Data Vault
Gytis Repečka edited this page 2025-09-18 09:21:01 +03:00

Data Vault, in it's own creator's words, is a system of Business Intelligence, which includes modeling, methodology, architecture, and implementation best practices.

It is a data modeling technique, which relies on standartized entities - Hubs, Links, Satellites - building up layered Vaults in a strictly defined manner.

Pros

  • Model facilitates reacting to business changes
  • While has 3-6 times more objects than normalized Data Warehouse, data transformations can be easily automated and often run in parallel
  • Most changes are compartmentalized to a specific layer

Cons

  • Requires strong commitment and adherence to the standard
  • Hardly possible without automation tools