The Two Pillars of Data-Driven Product Organizations and Why AI Makes Them Non-Negotiable

What 15 years in the data ecosystem taught me about aligning product and data teams, treating data as a product, and preparing for what comes next

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ETL pipelines Machine Learning A/B testing Data-product alignment Data maturity phases Outcome-driven product teams Data as a product Cross-functional team organization Data platform engineering data-driven decision making organizational transformation

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