
While 74% of enterprises struggle to prove ROI, the top 8% are building revenue engines. I partner with C-Suite leaders to audit roadmaps using the MAPS Framework™, the core methodology of my upcoming book, The AI ROI Blueprint, to eliminate vanity metrics and engineer sustainable scale.



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