Predict the Future of

Shareholder Engagements

Leverage cutting-edge AI models to navigate proxy contests, board refreshment, and shareholder votes with complete confidence.

See Our Products
InvestorSight - Predict the Future of Shareholder Engagements
WHO WE ARE

We combine state-of-the-art modeling tools

with an unprecedented amount of data to deliver predictive intelligence for high-stakes corporate events. Able to detect signals invisible to conventional analysis, our models support critical decision-making in special situations, including:

Proxy
Contests

Board
refreshment

Shareholder
litigation

Mergers &
Acquisitions

Shareholder voting & ownership changes

Executive
transitions

InvestorSight - We combine state-of-the-art modeling tools

Founded by tenured professors
and data scientists,

our team brings scientific rigor and real-world modeling expertise to every client engagement.

What We Do

Our Pillars of Excellence

 Superior technology - InvestorSight

Superior
technology

We utilize a range of modeling tools, including machine learning, natural language processing, and generative AI—to synthesize massive, multidimensional datasets and deliver highly accurate forecasts.

Unrivaled data - InvestorSight

Unrivaled
data

Our proprietary data pipelines capture billions of data points across a range of dimensions on 7,000+ companies, 56,000+ directors, and 38,000+ investors.

Unbiased authority - InvestorSight

Unbiased
authority

Founded by tenured professors and leading data scientists, InvestorSight brings the credibility of scientific research to predictive intelligence for capital markets.

Data

The most comprehensive foundation for prediction

We build our models on the broadest and most diverse datasets available to ensure unmatched predictive accuracy.

500+ features spanning market fundamentals, governance, ownership, communication, media, and more.

7K+
companies

across all sectors and industries

56K+
directors

with detailed biographical and career data

38K+
investors

spanning hedge funds, institutions, and family offices

Data

The most powerful predictive models

Our customizable suite of models provides deep insight into all aspects of shareholder engagements, including:

Activist Target Prediction- InvestorSight

Activist Target
Prediction

Identify companies most at risk of shareholder activism before campaigns emerge.

Director Election Outcome- InvestorSight

Director Election
Outcomes

Forecast the likelihood of success in contested or high-stakes board elections.

Shareholder Vote Forecasting - InvestorSight

Shareholder Vote
Forecasting

Predict individual shareholder votes across proposals and governance changes.

Hostile M&A Likelihood

Hostile M&A 
Likelihood

Assess the probability of unsolicited or hostile takeover attempts.

CUSTOMIZATION

Tailored intelligence for your unique needs

We adapt our models to fit your strategic priorities—whether identifying vulnerable companies by sector, assessing director support scenarios, or forecasting the voting impact of new disclosures.

Customization Insight - InvestorSight