Tag: data-strategy
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Why has multi-touch attribution broken, and what replaces it?
Multi-touch attribution needed user-level identity above 90% coverage. That coverage collapsed. Below 60% resolution, credit defaults to last click. Stop treating it as truth and move budget decisions to incrementality and mix modelling.
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Why don’t your systems talk, and how do you pay down integration debt?
The average enterprise runs close to 900 apps and only a third connect. Each disconnected system is a fresh silo. Pay it down by standardising on API-first tools and a shared data model, and making interoperability a buying criterion.
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Why is your customer data fragmented, and how do you fix it?
Every tool you buy ships its own customer table. That is how silos are born. The fix is a leadership decision, not a licence: name one master and resolve records on keys you can trust.
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Why does data governance fail, and how do you make it drive revenue?
Governance sold as risk avoidance reads as cost, so people comply minimally and route around it. Reframe it as the thing that makes self-service, faster decisions, and monetisation possible.



