Quantitative Investment Strategies

How does QIS seek to use data-driven analysis to deliver investment excellence?
The answer lies in our ability to cut through noise and identify meaningful signals through factor investing. Clients benefit from our ability to:
- Transform data into actionable insights: Our dynamic quantitative portfolio management framework provides the clarity and transparency required to support your asset allocation decisions with conviction.
- Continuously evolve our process: Our signals are rigorously tested, refined, and updated continuously as markets and data change.
- Capitalize on innovation: We operate a framework supported by ongoing research and a scalable platform designed to capture emerging opportunities.
Spotlight on Equity Alpha
One Engine for Active Equity Allocations. Two Distinct Implementations for your Portfolio.
Our QIS team uses a machine-learning approach to analyze unstructured data such as patents, regulatory filings, and news, to map complex, cross-stock linkages at scale. This can help uncover hidden value in multi-dimensional companies, with the goal of delivering differentiated alpha within a disciplined risk framework. Depending on your risk and return objectives, we apply these systematic insights across two distinct frameworks:
Our Featured QIS Funds
Explore our QIS funds to find out how we offer the building blocks to help our clients achieve their investment goals.- Equity Alpha Strategies
- Factor Investing Strategies
- Absolute Return Strategies
- Liquid Alternatives Strategies
Equity Alpha Strategies
Systematically leveraging vast amounts of data and advanced technologies in pursuit of an informational advantage, thereby seeking to deliver consistent and differentiated alpha combined with disciplined risk management across equity markets.
Factor Investing Strategies
Seeking to offer exposure to well-established common equity factors using a rules-based, transparent, and cost-competitive portfolio construction methodology.
Absolute Return Strategies
Leveraging our time-tested alpha engine in the long/short space to offer global equity market neutral strategies.
Liquid Alternatives Strategies
Aiming to deliver alternative beta and enhanced outcomes via options-based volatility strategies, hedging overlays, and strategies that seek to replicate the investment experience of hedge funds or private equity in liquid, accessible, transparent vehicles.
Network. Data. Expertise.
Goldman Sachs Asset Management leverages an influential global network to connect key market drivers, seeking to transform these connections into actionable insights and differentiated opportunities. By integrating advanced technology and vast data resources, our QIS team uncovers hidden patterns to establish a distinct informational edge. Backed by over 35 years of continuous research, our team combines deep quantitative expertise with human judgment to deliver faster, more informed decisions. Together, this powerful combination of network, data, and expertise allows us to seek distinctive results for our clients.
Our Informational Edge
The data and technology powering our informational edge.

Source: Goldman Sachs Asset Management. As of June 30, 2026
By pairing advanced technology with active human oversight, we build tailored investment portfolios.

Source: Goldman Sachs Asset Management. As of June 30, 2026
We offer our systematic investing framework in a range of solutions to meet diverse client needs and objectives.

Meet The Team
Frequently Asked Questions
Public Investing Offerings
Our integrated solutions are designed to help achieve investors’ goals.