Three predictive models that provide unrivaled insights and unlimited possibility
Built with state-of-the-art Artificial Intelligence tools and based on over a decade of research, our models offer rich insights into engagements between companies and their shareholders.
Products
A proven process
As data scientists and researchers at heart, we have leveraged our skills and knowledge in a four-step process that transforms raw data into actionable insights that you can use to make smarter and more informed decisions. Plus, with more data at your fingertips, you can streamline your research process to save time and money.
Step 1
Scrape and clean data
Step 2
Analyze and engineer features
Step 3
Train model
Step 4
Test and validate
Learn why our models produce the most accurate predictions.
Talk to an ExpertWe start with the best and most data. For over a decade our co-founders conducted research on shareholder activism and corporate governance. From this experience, we have amassed deep knowledge on the most reliable and insightful data points and sources. We use our research backbone to ensure we have the best data inputs.
We use leading-edge artificial intelligence technology. Beyond having the best data inputs, our company was built with Artificial Intelligence and econometrics at its core. Although we tested hundreds of iterations to develop models with industry-leading accuracy, we are constantly refining and updating our algorithms to ensure we forge the frontier of AI-informed shareholder engagements.
ActivistDetect
ActivistDetect identifies companies that are vulnerable to activist intervention. With industry-leading accuracy of 43%, the baseline model estimates the statistical likelihood that an activist shareholder will target a company in the next 12 months, and provides information on over 225+ indicators that can drive activism campaigns.
DirectorElect
As the only data-driven tool available to forecast director election outcomes, DirectorElect predicts the voting outcomes of individual director nominees with up to 81% accuracy, based on information about the nominees (e.g., their historical voting records in prior roles), the boards on which they seek election (e.g., the demographic composition), and those companies (e.g., the industry and required skills.)
VotePredict
VotePredict forecasts the voting behaviors of each shareholder in shareholder proposals, annual meetings, and proxy contests, indicating whether they will support management or an activist. It also provides the major factors that drive each shareholder’s voting.
Contact us for a demo and pricing
All models are customizable to meet your unique needs.