Posts tagged "data-integration"
- Seven steps to a meaning layer
Where to start on a silver layer an AI agent can read: one business area, seven steps in order, and a check you can run at the end of each one.
- Integration by exception
Silver layer integration is the last step, not an entry fee. AIMS adds a shared key and a golden record only when a business requirement needs one.
- Modeling for Machines That Can Read
Once a machine can read a sentence about your business, every benefit Data Vault's tables bought has a cheaper home. That's data modeling for AI.
- Six steps to your integration layer: from bronze to trusted gold
Bronze shipped and gold still isn't trusted. Here are six steps to the integration layer your medallion architecture is missing.
- Integration Layer: Pattern, Not Project
Data warehouse automation makes the integration layer a pattern, not a project: a catalog rendered through a Jinja template under one naming convention.
- No silver layer, no lakehouse
A medallion architecture with no defined silver layer is a dump house, not a lakehouse. Here is how to tell which one you built.
- Show Me Your Silver Layer
Any AI tool can land data in your bronze layer. The medallion architecture's real test is an integrated silver layer, and that is a people problem.
- How raw is your Data Vault?
In a raw vault, raw describes the data, not the structure. Why source-shaped vaults never integrate, and how to rebuild yours without starting over.
- Where, Oh Where, Has Integration Gone?
An AI can model every source you own and still leave your warehouse un-integrated. Data integration is a decision about business keys, and AI can draft it.