Public Investing

Quantitative Investment Strategies

In complex and rapidly evolving market environments, intuition alone is rarely sufficient. Our Quantitative Investment Strategies (QIS) team believes delivering consistent, risk-adjusted alpha requires faster, systematic, and technologically advanced information processing. By combining our global network, extensive data scale, and decades of quantitative investing expertise, we aim to translate market complexity into robust, systematic investment solutions.
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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 Offerings Across Asset Classes




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.

Demonstrates processing of 1+ trillion data points and 1+ million AI training hours alongside $5.5 trillion+ in global private equity data across 6,000 tracked funds.

Source: Goldman Sachs Asset Management. As of June 30, 2026

By pairing advanced technology with active human oversight, we build tailored investment portfolios.

Demonstrates a systematic portfolio construction process managed by 90+ professionals overseeing $200bn+ in assets under supervision across 35+ years of innovation.

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.

Table displaying tailored client solutions expertise across portfolio construction, sustainability considerations, and risk management, highlighting diversified portfolios, sustainability integration, and ongoing risk oversight.
Quant Investing: Why It Matters & Our Approach
We find ourselves in a new era marked by significant AI advancements, exponential growth in data, and increasingly complex markets.
quant investing: why it matters & our approach

Meet The Team

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