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A Snowflake-native core, an open ecosystem around it

Governance is embedded where the data lives. The platform team builds the capabilities; domains implement them on their data products — build vs. buy, standardized.

The core · Snowflake-native

One metadata flow, embedded at the source

Core

Collect once

Snowflake

Critical & technical metadata captured as tags at the source.

Propagate

dbt

Metadata propagated downstream across the medallion layers.

Consume

Alation

Surfaced to business users for discovery, search, and trust.

Goal: data contracts with upstream SORs — collect critical metadata once, propagate automatically, consume with confidence.

The open ecosystem around it

Explore the Toolkit · 12 tools

Catalog

Discovery, search & glossaries

Alation

Quality

DMF checks & certification

Snowflake DMF

Compliance

SOX · PII · retention (DRDC)

Securiti.AI

AI

Semantic layer & agents

MCP · POC

Pipeline

Medallion lanes & propagation

dbt

Concrete specifics in scope

Verbatim acronyms, file references, and lane names from the EDPM Track 1 working materials.

BR / CL

Bronze / Curated Layer — the Snowflake medallion lanes

SS → BR / CL

Source System → Bronze → Curated/Gold flow

ESP

System of record for SOX tags, embedded into Snowflake

FinBO

Finance Business Owner data products / tables

CETO Dashboard

First step toward continuous certification — tracks critical-metadata completion

CDE

Critical Data Elements — DMF targets

DRDC

Data Retention & Destruction Compliance — table-level retention schedules

Bookingspolicy.sql

Pending DE validation for row-access-policy testing

securityMesh.concept.docx

Access-control solution design by Terence