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Fix the Foundation: Marketing’s Signal Problem in the AI Era

By Ran Avrahamy·Mar 29, 2026·6 min read

Marketers face a 'fragmentation tax' from scattered data across platforms, channels, and tech stacks.
AI doesn't solve this; it amplifies bad signals, leading to faster wrong decisions.
CMOs are caught between AI-induced noise and leadership expecting AI to fix measurement.
The solution is not more AI tools but rebuilding the foundation: governed signals, AI-ready data architecture, and mobile-grade measurement applied universally.
With a solid foundation, AI becomes a compounding advantage; without it, marketers pay an ever-growing tax.

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