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    Marketing

    AI is revolutionizing marketing through hyper-personalization, predictive analytics, and intelligent automation across the customer journey.

    • Content generation AI is enabling personalized marketing at scale, producing variations optimized for different segments and channels.
    • Predictive customer analytics are shifting marketing from reactive campaigns to proactive engagement based on intent signals.
    • Marketing attribution and optimization are becoming AI-driven, automatically allocating budget to highest-performing channels and tactics.

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