
Understanding and advancing through these maturity stages lets companies unlock higher ROI, faster decision‑making and competitive advantage by reducing martech debt and leveraging AI‑driven optimization. The framework provides a concrete benchmark for prioritizing data integration, automation and governance investments.
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