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  • Personalization

    Two Brains Behind a Live 1:1 Decision: Why Customer Engagement Needs Both Memory and Reflexes

    A chess grandmaster does not enter a match with a blank mind. Years of experience playing a multitude of opponents

    Written by: Subharun Mukherjee
    Published on: 01 Oct, 2026
    Personalization

    What The Bear Reveals About Why Great AI Can Still Make Bad Decisions

    I. The Take That Doesn't Cut Away The Bear is a show about a decorated fine-dining chef named Carmy “The

    Written by: Mrinal Parekh
    Published on: 30 Sep, 2026
    Personalization

    What Is Hyper-Personalization? Benefits, Examples, and Strategies

    For about a decade, one shopper has bought Levi's 501s and almost nothing else. He buys them on Levi's own

    Written by: Subharun Mukherjee
    Published on: 29 Sep, 2026
    Personalization

    From Assisted to Autonomous: The Path to Trusted AI Decisioning in Customer Engagement

    For a growth team, the week can start to feel like a loop. Build the segment. Create the offer matrix.

    Written by: Subharun Mukherjee
    Published on: 28 Sep, 2026
    Personalization

    What Is a Buyer Persona? A Guide for Marketers

    Buyer personas help marketers turn customer research into a clearer understanding of the people they want to reach. Rather than

    Written by: Sagar Hatekar
    Published on: 25 Sep, 2026
    Personalization

    From Context to Relevance: Why Live 1:1 Personalization Must Understand the Now

    Imagine driving while looking at a photograph of the road taken thirty seconds ago. The photograph is not wrong. Thirty

    Written by: Subharun Mukherjee
    Published on: 23 Sep, 2026
    Personalization

    From Propensity to Uplift: Why AI Should Optimize for Incremental Impact, Not Just Likelihood

    As marketers, we love seeing a campaign perform. Nothing beats the feeling when we get to say, “The campaign looks

    Written by: Subharun Mukherjee
    Published on: 21 Sep, 2026
    Personalization

    Agentic Personalization: How AI Drives Real-Time Engagement

    For nearly a decade, personalization centered on the customer journey.  But that model is becoming harder to scale. BCG’s 2026

    Written by: Jacob Joseph
    Published on: 18 Sep, 2026
    Personalization

    The Campaign That Arrives Too Late: Why Customer Engagement Can No Longer Be Decided in Advance

    I. The Letter In 1834, a merchant in Bombay sat down to write a letter to his agent in London.

    Written by: Mrinal Parekh
    Published on: 17 Sep, 2026
    Personalization

    AI-Led, Trusted Financial Engagement: Where Live 1:1 Personalization Meets Privacy

    Financial decisions rarely begin as financial products. They begin as life moments and are always personal.  A mortgage application may

    Written by: Subharun Mukherjee
    Published on: 10 Sep, 2026
    Personalization

    Live 1:1 Personalization: 4 Shifts Disrupting Customer Engagement in the AI Era

    Personalization has always been a North Star for marketers. Towards that goal, we have gradually moved over the years from

    Written by: Subharun Mukherjee
    Published on: 09 Sep, 2026
    Personalization

    Top 10 Customer Retention Management Platforms for Personalized Customer Engagement

    Retention has become a major driver of sustainable growth in today’s fast-moving B2C landscape, from e-commerce and fintech to gaming

    Written by: Agnishwar Banerjee
    Published on: 25 May, 2026

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