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Nancy Wang
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Join date: Nov 19, 2024
Posts (16)
Jun 10, 2026 ∙ 6 min
Why AI Adoption Doesn't Equal ROI: The Value Realization Problem
Some 88% of organizations use AI but only 39% see measurable impact. A four-dimension ROAI framework helps leaders prioritize the initiatives that create value.
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Mar 10, 2026 ∙ 8 min
AI Marketing for PE-Backed Companies: Understanding the Hold Period Advantages
Portfolio companies can't pause revenue to experiment. Autonomous marketing scales without proportional headcount growth, delivering operational leverage inside PE timelines
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Jan 30, 2026 ∙ 6 min
The Agentic Marketing Gap: Why it's Past Time for SME Leaders to Overcome AI Hesitation
SMEs assume AI marketing tools are enterprise-only. That assumption has passed its sell-by date. Research shows smaller businesses outperform when they prioritize data quality and start with focused use cases. The barriers have shrunk. The tools are cheaper. The case studies are now floors, not ceilings.
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