FinRL (AI4Finance Foundation) logo

FinRL (AI4Finance Foundation)

AI FintechVerified85% conf

AI-native quantitative trading infrastructure using deep reinforcement learning for algorithmic trading strategies

ai4finance.org

📍 New York, NY

Verified Data

💰
Est. Revenue<$100K ARR

Non-profit organization with open-source model and limited commercial services through LLC subsidiary suggests minimal revenue generation

🚀
FundingNon-profit supported by donations and grants

Non-profit organization supported by donations and grants (501(c)(3) status)

📊
Monthly Traffic200,000 MAU

~200,000 MAU (reported by AI4Finance Foundation)

👥
Users200,000+ MAU

>200,000 Monthly Active Users (MAU) across the ecosystem

🧑‍💻
Team Size15 core members

Core team of ~15 members; community of ~200 active contributors

📈
Growth43,000+ GitHub stars ecosystem-wide, 30M+ cumulative visitors
🔗github.com
🏷️
StageNon-profit (501(c)(3))
📅
Founded2017

Company Profile

ModelOpen-source + Non-profit
VerticalFinancial services, Quantitative trading
ClientsGlobal community across 68+ countries, academic researchers, professional quant developers
BuyersQuantitative researchers, algorithmic traders, financial institutions, and data scientists with global reach across 68+ countries
PricingOpen-source (Free / MIT & Apache License), Commercial consulting via LLC

Contact

Strategic Analysis

Strategy

Operates a pyramid model with non-profit foundation for R&D, commercial LLC for services, and quantitative fund for capital deployment. Focuses on democratizing AI in finance through open-source tools while building a global community of researchers and practitioners.

Tactics

Maintains active GitHub repositories with 43,000+ stars, publishes research papers on arXiv, hosts annual FinAI contests, and builds modular infrastructure like FinRL-X. Leverages academic partnerships and community contributions to drive adoption.

Competitive Positioning

Positioned as the leading open-source alternative to proprietary quantitative trading platforms. Differentiates through comprehensive ecosystem approach, academic rigor, and community-driven development versus closed commercial solutions.

Marketing Approach

Academic and research-focused approach through arXiv publications, GitHub community building, and educational content. Hosts contests and maintains active presence on Medium and social media to engage the quantitative finance community.

Notable

501(c)(3) non-profit status, 43,000+ GitHub stars across ecosystem, global community in 68+ countries

Tech Stack

PythonPythonPyTorchPyTorchTensorFlowTensorFlowStable Baselines 3Ray/RLlibElegantRLOpenAI Gym/GymnasiumPandasPandasNumPyNumPyDockerDockerAlpaca APICCXTYahoo Finance API

Recent News

Related AI Fintech Companies

Discovery Sources

Signals

web traffic200,000 MAU

~200,000 MAU (reported by AI4Finance Foundation)

growth rate43,000+ GitHub stars ecosystem-wide, 30M+ cumulative visitors🔗 source ↗
team size15 core members

Core team of ~15 members; community of ~200 active contributors

user count200,000+ MAU

>200,000 Monthly Active Users (MAU) across the ecosystem

funding raisedNon-profit supported by donations and grants

Non-profit organization supported by donations and grants (501(c)(3) status)

trend indicatoralgorithmic-trading🔗 source ↗
trend indicatorquantitative-trading🔗 source ↗
trend indicatorstock-trading🔗 source ↗
trend indicatordeep-reinforcement-learning🔗 source ↗
trend indicatorportfolio🔗 source ↗

Evidence

github.com

FinRL-X is not just a library — it is a full-stack trading platform engineered around modularity, reproducibility, and production-readiness.

github.com

43,000+ GitHub stars ecosystem-wide, 30M+ cumulative visitors