Data & DMI
Understand Critical Data in 3 Minutes
Domain: Data & DMIScenario: a customer makes a digital payment and receives a transaction notification.
Explore full DMI journeyGuided demonstration · About 3 minutes at 1× · Your pace
Educational simulation using a fictional, generic scenario. Organisations use their own approved data management frameworks.
Ready
1/7 · 14%
Data journey
Step 1 of 7Speed
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Data Usage
Data becomes important because of how the business uses it. Trace from the process to the outcome to the data it requires.
Foundation · Recommended starting point
Explore this step
Business usage drives importance
ProcessPayment completed
OutcomeCustomer notification required
Data requiredCustomer Email + Payment Status + Transaction Amount
Don't start with technical metadata. Start with what the business needs the data to do.
Map business usage first: process → outcome → data required. Usage tells you why data matters long before technical metadata does.
Public Sources & Further Reading
External references for further learning. Content on this page is original educational interpretation.
- Regulator · APRACPG 235 Managing Data RiskTopic: Data risk, quality and controls · Last reviewed 2026-10-07
- Official industry source · BCBSPrinciples for effective risk data aggregation and risk reporting (BCBS 239)Topic: Lineage and data aggregation · Last reviewed 2026-10-07
- Industry body · DAMA InternationalDAMA-DMBOKTopic: Metadata, quality and governance · Last reviewed 2026-10-07