Risk management and diversification cannot fully eliminate the risk of investment loss.
Portfolios powered by technology
Systematic investing combines alternative data, data science and deep human expertise to help modernize the way we invest and construct portfolios. By leveraging data-driven insights, scientific testing of investment ideas, and advanced computer modeling techniques, we constantly innovate new approaches as we seek to improve investment outcomes on behalf of our clients.
Next generation portfolio construction
Data-driven insights
Scientific testing
Disciplined construction
Continuous refinement

Using big data, AI, and human expertise to reimagine alpha
Systematic insights
Novel risks and sources of volatility
Apr 1, 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.
Exit predictions for venture capital over different economic regimes
Mar 12, 2025 | By Systematic Investing
This research models probabilities of exit for venture capital portfolio companies, where exits are defined by going public or being acquired, across different regimes.
Systematic Insights into Private Equity Investing
Nov 11, 2024 | By Systematic Investing
This research presents a framework for late-stage venture and growth equity investing, showing how quantitative tools and alternative data used in public markets may help forecast positive outcomes in growth equity investments.
Extreme Weather and Retirement Savings
Jul 2, 2024 | By Systematic Investing
How can natural disasters and extreme weather impact investor's ability to save for retirement? Explore more in our Systematic research.
Modeling Models: Factor and Risk Decompositions of Model Portfolios
Jan 8, 2024 | By Systematic Investing
This study examines style factor and risk decompositions of around 700 multi-asset model portfolios. It finds that nearly 50% of active risk stems from style factor exposures, though most style factor loadings are small or negatively exposed.
Climate Alpha with Predictors Also Improving Company Efficiency
Nov 23, 2021 | By Systematic Investing
What are the implications of company characteristics associated with climate change? This research explores the potential impact of reducing carbon emissions and working to improve resource efficiency on excess return potential.
Defensive factor timing
Oct 1, 2019 | By Systematic Investing
Building portfolios that are diversified across macro factors is one of the most effective ways to build portfolio resiliency. Defensive factor positioning is another potential line of defense in extreme market environments.
Factor investing in corporate bonds
May 21, 2019 | By Systematic Investing
In the corporate bond market, investor propensity to reach for yield creates an opportunity for factor-based investors to “reach for safety” following an economic intuition that parallels low-risk factor investing in equities.
Factor investing in emerging market bonds
Oct 4, 2018 | By Systematic Investing
We document empirical insights driving the prices of emerging market bonds. We examine a broad set of macro factors (rates, credit, currency, and equity) and identify these embedded betas as key drivers of excess returns.
Decoding the Markets: A systematic approach to volatility
Apr 22, 2025 | By Systematic Investing
BlackRock’s investment and policy experts examine the impact of uncertainly on markets and how institutions can build dynamic portfolios with alternative strategies to stay nimble amid persistent volatility.
Decoding the markets: Navigating the (new) conundrum
Feb 12, 2025 | By Systematic Investing
Hear how BlackRock's Systematic investment team analyzes current market dynamics, leverages real-time data and AI-enabled models to navigate key U.S. policy uncertainties and uncover global investment opportunities.
Turning data into alpha: 40 years of systematic innovation
For decades,2 BlackRock’s Systematic team has been at the forefront of data-driven investing—transforming research and technology into alpha opportunities. Powered by scale, diverse talent, and a relentless drive to innovate, we’re redefining what’s possible in modern investing. Watch now.
Our Systematic investing team
We believe a successful systematic investment platform must go beyond data and technology—it has to be powered by a talented team with a balance of attributes.
Investment strategies
Our systematic approach to investing can be applied across a spectrum of strategies. We manage both highly diversified and specialized investment capabilities to provide clients with solutions that can compliment their portfolios.
Equities
Our systematic equity strategies are designed to deliver consistent and differentiated alpha opportunities to our clients. Our passion is combining insight and technology seeking to generate compelling benchmark relative or absolute investment returns.
Long-only
Partial long/short
Absolute return
Fixed income
Enhanced
Liquid alternatives
Hedge funds
Alternatives
Risk parity
Absolute return
Multi-alternatives
Factors
Factors can be broad and persistent drivers of returns both in and across asset classes. BlackRock has been at the forefront of factor-based investing for decades and continues to innovate new strategies to help address clients’ investment challenges.
U.S. Equity Factor Rotation
Dynamically allocates to U.S. stocks based on their exposures to factors, using proprietary insights and a forecast of near-term alpha potential.




