The Hidden Cost of Poor Marketing Data Governance
Article
Bad data rarely causes one dramatic failure. It quietly raises the cost of every campaign, report and integration. Here is where that cost hides.
Not yet published · 7 min read · Applies to: Cross-Platform
Written by
- Godwin Apegba
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Governance debt compounds
Every inconsistent picklist value, unowned field and duplicate record adds a small amount of friction. Over time those small costs compound into slow campaigns, unreliable reports and risky compliance gaps.
Where the cost shows up
- Segmentation: teams build defensive smart lists to work around messy values.
- Routing: leads stall because required fields are empty or malformed.
- Reporting: attribution numbers change depending on who builds the report.
- Compliance: consent status differs between systems.
A pragmatic starting point
Pick the ten fields that drive routing, consent and reporting. Define each one, name an owner, standardise its values and monitor it weekly. Expand from there.
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