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    Research & Insights

    Our research informs our rich portfolio of digital and AI transformation programs, aimed at equipping you with the latest tools, knowledge, and skills to understand data, harness digital disruption, and prepare yourself for a digital and AI-driven future that is happening now.

    Research & Insights

    Our research informs our rich portfolio of digital and AI transformation programs, aimed at equipping you with the latest tools, knowledge, and skills to understand data, harness digital disruption, and prepare yourself for a digital and AI-driven future that is happening now.

    Academic articles
    Practitioner insights
    The Straits Times
    Right place, right time: The story behind Intel’s amazing rebound
    By Amit M. Joshi
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    Case studies
    Books
    Reports

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    IMD and AVEVA have formed a research collaboration exploring how business ecosystems drive growth, productivity, and sustainability. The research will investigate how industrial intelligence – combining data, AI, and human expertise enables organizations to enhance collaboration across value chains, elevate performance, and accelerate the transition to a more sustainable future.

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    Report
    Tech Industry Data Flow with Neural Network Connections Clean Background for Artificial Intelligence Reports and Business Analytics Presentations - IMD Business School
    Industrial intelligence report

    The Industrial Intelligence Report is a flagship annual publication by AVEVA and IMD, built on original research including a global survey and interviews with industrial leaders, and exploring how digital ecosystems drive growth, productivity, and decarbonization.

    Report
    By Michael R. Wade, Mark J. Greeven and Konstantinos Trantopoulos
    19 May 2026
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    Article
    Aveva-1250px - IMD Business School
    We know that digital ecosystems drive value. But most organizations are failing to capture it

    Exclusive data reveals the gap between ambition and execution in a new report from IMD and AVEVA that explores how senior leaders can better create, deliver and capture value.

    Strategy
    By Michael R. Wade, Mark J. Greeven and Konstantinos Trantopoulos
    19 May 2026
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    Article
    Why Whisky Isle’s Digital Ecosystem Is a Golden Blend
    Why Whisky Isle’s Digital Ecosystem Is a Golden Blend

    How a whisky isle digital ecosystem shows that trust and governance, not just data and tech, shape resilient ecosystems that sustain long term value.

    Sustainability
    By Michael R. Wade, Mark Greeven and Konstantinos Trantopoulos
    07 April 2026
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    Article
    IbyIMD-TheInterview-CasparHerzberg-IbyIMD-Homepage-FullHeaderImage-1440x600 - IMD Business School
    How ‘radical collaboration’ can unlock trapped value in industrial data

    Caspar Herzberg of Aveva explains how breaking down data silos and fostering “radical collaboration” can boost industrial efficiency, resilience, and trust.

    Collaboration
    By Michael R. Wade
    11 December 2025
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    Article
    Nurturing-the-digital-rainforest-2 - IMD Business School
    Nurturing the digital rainforest: Why business ecosystems hold the key to resilient decarbonization

    Digital ecosystems hold a key to the lower-carbon future, and help businesses achieve net- zero targets while maintaining operational continuity in a warming world.

    Sustainability
    By Rob McGreevy, Marco Mueller and Michael R. Wade
    10 November 2025
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