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Thought Leadership
Strategy & AI
These works are conceived and written by me, then refined for clarity and flow using supporting data and citations from Generative AI.
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Unlocking the Future of Loyalty with the AIM Framework
The AIM Loyalty Framework (AI-Integrated Maturity) draws on the strengths of industry-leading models while addressing the unique needs of loyalty programs in retail, hospitality, finance, and beyond. It’s a tool designed to help businesses move beyond generic AI strategies and build programs that foster meaningful customer relationships, deliver measurable ROI, and set new standards for innovation.
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From Strategy to Reality: Actioning the MIT & Databricks AI Playbook
AI is here, and it’s transforming industries in real-time. The MIT Technology Review's collaboration with Databricks laid out an insightful framework on how high-performance organizations are unlocking value with AI and cloud platforms. But recognizing trends isn't enough.