BlackRock Systematic's investment capabilities span equity, fixed income and alternative asset classes to help provide tech-centered solutions designed to target specific risk and diversification characteristics.
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
AI-enabled decision-making and alpha research is paired with market expertise with the goal of maximizing the economic soundness of investment ideas.
Data-driven insights
Scientific testing
Disciplined construction
Continuous refinement

Using big data, AI, and human expertise to reimagine alpha
Systematic insights

From Data to Deals: An AI-Driven Approach to Growth Equity 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.

Hedge Fund Outlook
Amid supply-driven uncertainty, hedge funds can play an increasingly important role in portfolios. They can help replace traditional sources of ballast, capitalize on market dispersion, and enhance portfolio construction through macro and event-driven strategies. In our latest outlook, BlackRock investors share their perspectives on the evolving opportunity set for hedge funds.

The macro decoder: using LLMs to read the world’s economic narrative
Large language models are reshaping macro investing. Discover how BlackRock’s Systematic and Multi-Asset Strategies and Solutions teams use AI to uncover hidden analyst views, measure market consensus and turn investor dialogue into tradable signals.
The Impressive Markets Hypothesis: Prices (Still) Forecast Fundamentals
April 1, 2026 | By Systematic Investing
Markets may not be perfectly efficient, but they remain impressively informative. This research explores why prices continue to forecast future cash flows and where untapped alpha may remain.
Adapting to AI: Rethinking Labor Income and Retirement Design in a Changing Economy
April 1, 2026 | by Systematic investing
AI may change more than jobs—it could reshape retirement. Explore new research on wages, wealth accumulation and planning in an AI-driven economy.
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.
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.
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: AI Supercycle, Market Concentration & Portfolios
Jul 14, 2026 | By Systematic Investing
Over the last five years, a small group of AI companies has driven much of the equity market's returns. What does this growing market concentration mean for investors, and how should they position their portfolios?
Decoding the Markets: AI leadership, market rotation, and the next IPO wave
May 13, 2026 | By Systematic Investing
BlackRock Systematic shares insights on late-stage venture investing and identifying durable growth in 2026 ’s wave of IPOs.
Decoding the Markets: The State of AI
Feb 10, 2026 | By Systematic Investing
BlackRock’s Systematic Investing team explores how expanding opportunities across asset classes, regions, and styles are reshaping the investment landscape—while shifting fiscal dynamics and geopolitical uncertainty redefine traditional macro and factor relationships.
Decoding the Markets: Machine learning meets macro
Oct 22, 2025 | By Systematic Investing
BlackRock's Systematic Investing team looks at dispersion across micro and macro dimensions and how machine learning in macro is enhancing adaptability, precision, and signal discovery.
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 may act as 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.







