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“I’d advise a roadmap built on clarity, discipline and breakthrough outcomes. Start with the future you want to create by asking: What revenue, growth or market leadership are you aiming for? Then, launch a high-velocity pilot that proves value fast, powered by clean data and hard KPIs. Amplify your workforce. AI should supercharge creativity, speed and decision-making. Next, scale aggressively with repeatable systems, training and AI-first operating models, ensuring leadership is aligned and accountable,” says HUMAIN CEO Tareq Amin.