Our Systematic Active Equities team invests using big data, scientific analysis, and human expertise to seek differentiated portfolio outcomes. In a data-rich world, we use cutting-edge technology and sophisticated analytics to uncover investment insights faster, at greater scale, and with more granularity than traditional methods.
Benefits of a fundamental approach
Alternative data
Risk management
Systematic process
A systematic approach can transform a sea of raw data into actionable insights. We use cutting-edge technology to scale our analysis and implementation techniques.
Engineered for outcomes
We believe that better and more differentiated investment insights from new data and new techniques are becoming necessary conditions for investment success.
Jeff Shen, PhDCo-Chief Investment Officer, Co-Head of Systematic Active Equities
Our investment philosophy
Our mission is to deliver consistent, differentiated, alpha. Sourcing alpha opportunities has always required an investment edge–which is becoming more difficult to achieve and maintain in a hyper-informed world.
We believe staying ahead requires three key characteristics:
Seek insights not yet reflected in markets
Evolve continuouslyMaintain an information edge as insights decay
Remain relevantConstantly reflect the current opportunity set

Robust human expertise
Our approach to systematic investing goes beyond data and technology. Human intellect is central to investment decision-making. Just as our process has evolved over time, so has the human expertise involved in these efforts. This multi-disciplinary foundation is seen as a key source of strength and differentiation.
Leadership


Latest systematic investing insights
Don't Lose Your Breadth: The Key to Macro Resilience
July 10, 2026 | By Systematic investing
Many macro strategies are more concentrated than they appear. Learn why breadth—the number of truly independent sources of return in a portfolio—may be one of the most overlooked drivers of macro resilience.
From Data to Deals: An AI-Driven Approach to Growth Equity Investing
May 19, 2026 | By Systematic Investing
As value creation shifts to private markets, data and AI are shaping how investors source, evaluate, and monitor growth companies—contributing to a more systematic, evidence-based approach to capturing early-stage scale.
Marco matters: Smarter global hedge fund allocations
20-Apr-2026 | By Systematic Investing
Our latest research reveals why global macro hedge funds deserve a fresh look—and given the differentiated diversification benefits—can likely play a larger role in sophisticated portfolios.
Hedge Fund Outlook
14-Apr-2026 | By Systematic Investing+3
Our hedge fund platform draws strength from diverse investor views across strategies — from macro to systematic to event-driven.
Equity Market Outlook
30-Mar-2026 | By Systematic Investing, Fundamental Equities
Can stocks maintain their drive through the year’s final quarter? AI tailwinds appear to have staying power, even in unexpected places
Alternative data for systematic investing
21-Oct-2025 | By Systematic Investing
In an era where data is abundant and accessible, discernment — not information — defines the competitive edge.
The underestimated edge: machine learning in macro investing
30-Sept-2025 | By Systematic Investing
Can machine learning thrive in macro? Purpose-built approaches show it can—transforming sparse data and local signals into scalable, alpha-driven strategies.
Benchmark concentration and active portfolios
24-Jun-2025 | By Systematic Investing
As rising equity benchmark concentration may impact portfolios, investors may seek diversification and stability with long-short and portable alpha strategies.
Time to Tilt: Harnessing factor cyclicality
04-Apr-2025 | By Systematic Investing
Navigating market shifts requires a dynamic approach. This research explores how investors can harness factor cyclicality seeking to generate returns throughout different phases of the economic cycle.
Novel risks and sources of volatility
01-Apr-2025 | By Systematic Investing
This interview explores whether AI and machine learning are mitigating or introducing new risks in portfolios. It also examines the role of data in identifying and managing novel sources of volatility.
Income, evolved: A systematic approach to diversifying income sources
01-Nov-2024 | By Systematic Investing
An evolved approach to income investing within equities can help investors better navigate the challenges of today’s markets. A systematic investment approach can devise better ways to anticipate and efficiently harvest dividends.
Augmented investment management
12-Sep-2023 | By Systematic Investing
In our data-rich world, active managers face the challenge of distilling several information sources into a holistic view. Learn how we use machine learning to help combine investment signals and design alpha models.


