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Institutional Investing. Reprogrammed.

Reinventing active investment management by using deep reinforcement learning to create and manage investment strategies.

Contact Us
Nextgen Signal AI develops proprietary AI models that generate investment signals for institutional use. We do not manage client assets or execute trades ourselves, nor are we a registered investment advisor (RIA). Instead, implementation of our signals is carried out by experienced investment partners, who integrate the signals into client portfolios in accordance with their own regulatory and fiduciary frameworks. This clear division allows us to focus on delivering data-based signals, while ensuring execution remains in the hands of regulated professionals.
Introduction
At Nextgen Signal AI, we develop advanced machine learning models designed to analyze market data in ways that are different from traditional approaches.

Core Services

Advancing AI-Driven Investment Research

Those of us who have learned from trading the markets that historical assumptions may not be valuable for long, understand the need for evolving approaches to the markets.

Scaling AI for Institutional-Grade Decision-Making

Data is at the core of every investment strategy, but the challenge isn’t just gathering data — it’s making sense of it. Conventional investment processes can overlook valuable signals buried deep within both traditional and alternative datasets.

Transforming Analysis into Scalable Investment Strategies

Generating trading signals is just the beginning — another challenge lies in translating them into investable, scalable strategies.

Awards for Rosetta Advanced Machine Learning Strategies

Reinforcement & Deep Learning Strategies
DL One Strategy
14 Ranked Monthly Awards between 2020–2022
Recognized as a top-performing Stock Index and Short Term Systematic Fund on Net Returns by BarclayHedge for specific months over the period  
RL One Strategy
Winner in 2022
Managed Futures Newcomer Fund awarded by HFM US Performance Awards
DL Two Strategy
Winner in 2022
Best Performing AI Equity Strategy in 2021 and over 2 and 3 years by The Hedge Fund Journal CTA and Discretionary Trader Awards
RL One Strategy
Winner in 2021
Best Performing AI/Machine Learning Equity Index Strategy awarded by Hedge Fund Journal

Meet the Team Driving Investment Innovation

Explore Team
Integrated Performance Architecture Across Markets

Nextgen Signal AI’s framework seamlessly integrates market data processing, real-time risk management, and transaction cost analysis into a cohesive system. This architecture enables our models to adapt dynamically to various markets — from equities to crypto — and can perform in live environments, not just in simulated trading environments.

Harnessing Scalable Infrastructure for Rapid Decision-Making

Nextgen Signal AI harnesses cloud infrastructure to create a research platform that can scale to meet our needs. This setup empowers our team to rapidly prototype and validate new AI strategies.

Robust Data Management Practices

Our architecture produces institutional-grade market data through rigorous validation and quality assurance processes for research purposes.

Employing Robust Model Development & Testing

Nextgen Signal AI implements model validation processes — from research and back testing to real-world deployment — to deliver robust and adaptable models, suitable for institutions.

Recent Articles

Explore the latest insights and trends in AI-powered institutional investing in our thought-leadership pieces. We examine the key drivers of research, model development and scaling.
We’re Here to Help
Ready to transform your institutional portfolio? We're here to help. Nextgen Signal AI seeks to push the boundaries of customization for institutional investors looking to leverage the efficiencies of AI.