Leverage AI-driven insights to navigate any shareholder engagement with confidence

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  • Superior models

    We use machine learning, natural language processing, and other state-of-the-art Artificial Intelligence tools to take various data inputs and mathematically model engagements between public companies and shareholders.

  • Big data

    As data experts, we utilize more data than anyone else. Our models rely on millions of data points for 225+ indicators across 9 dimensions, including corporate communication, workforce dynamics, media coverage, and more.

  • Unrivaled accuracy

    Drawing on more than a decade of scientific research, our models are meticulously engineered, refined and continuously updated in real time to deliver the most accurate predictions, achieving industry-leading accuracy of up to 81%.

  • Trusted authority

    Our company was founded by data scientists and tenured professors who have deep expertise in predictive modeling and have published dozens of scientific papers on shareholder activism and corporate governance.

Data

The most comprehensive data

By building our models on a wide range of publicly available data, from corporate lawsuits to individual personnel changes, we provide the most accurate predictions possible.

  • 6,000+

    companies
    across 18 sectors and 20+ years

  • 56,000+

    directors
    with detailed individual backgrounds

  • 225+

    data features
    covering nine dimensions

  • 75+

    data sources
    with up-to-date coverage
Products

The most powerful models

Our suite of highly customizable predictive models provide unprecedented depth into all aspects of shareholder engagements. With as high as 81% accuracy, our models provide confidence when it counts.

  • ActivistDetect

    Identify companies most vulnerable to activism

  • DirectorElect

    Forecast the voting support of individual directors

  • VotePredict

    Predict the voting behaviors of shareholders
CUSTOMIZATION

Tailored to suit your needs

Tailoring our models exactly to your needs creates endless possibilities, and guarantees the right insights for when they’re needed most. Each model offers insights that are undetectable with conventional research methods and human analyses.

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