Marketing executives face a paradox that undermines billions in annual advertising investment. While artificial intelligence promises unprecedented campaign optimization capabilities, most marketing organizations operate with fragmented data ecosystems that render AI applications largely ineffective. Customer data sits isolated in CRM systems, campaign performance metrics remain trapped within platform dashboards, and creative insights exist in disconnected […]
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