The Data Ledger
Writing on customer data, Martech and the pursuit of real ROI.
CDP·October 2025·6 min read
Why Most Customer Data Platforms Fail to Deliver ROI Within 12 Months
A CDP is not a strategy. It is plumbing. Here is the uncomfortable reason most enterprise implementations stall - and the operating model that fixes it.
Read article →Agentforce & AI·September 2025·5 min read
The Shift From GenAI Hype to Agentforce Utility in the Enterprise
Autonomous agents are not a demo. The brands winning with Agentforce treat it as a new operating layer for customer data - not a chatbot with a fresh coat of paint.
Read article →Customer Data·July 2025·4 min read
The Fallacy of the Single Customer View
The 360-degree customer view has been sold as the destination for a decade. It is the wrong goal. What matters is the decision the data enables.
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