Insights & Resources
MarTech Failure Lab
Every item is a demonstration draft until it is published.
The Hidden Risk of Duplicate Leads
Duplicates look like a hygiene issue. In practice they split engagement history, break scoring and can bypass consent preferences.
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Why Campaign Reporting Can Be Misleading
Two dashboards, two different pipeline numbers, both technically correct. How attribution choices and sync timing distort campaign results.
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The Risks of Uncontrolled AI Automation
An AI workflow built for speed starts writing to production data without review. What can go wrong, and the controls that...
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When CRM and Marketing Automation Disagree
A lead is 'Qualified' in one system and 'Nurture' in the other. Sales calls the wrong people and marketing emails the...
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When Consent Synchronization Fails
An opt-out recorded in one system never reaches another. This proposed experiment outlines how to test consent propagation end to end.
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