Top 9 Startups developing AI for Trading

Updated: Feb 05, 2026
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These startups are applying machine learning and AI to investment and trading allowing traders to analyses and predict market changes.
1
Kayrros
Country: France | Funding: $78.6M
Kayrros develops Geospatial & AI Data Platform for data analysis, helping global energy market participants make more informed investment and environmental decisions. This data includes, for example, data on oil production, solar power plant construction, energy storage systems, wildfires, deforestation, methane emissions and more. Kayrros also provides trading houses and hedge funds with precise, data-driven decisions to navigate the growing market volatility caused by the energy transition, changing geopolitics and the AI ​​boom. The company uses AI to process, combine, enhance and analyze data from over 20 satellite constellations. It provides clients with high-frequency, granular analytics that they can use in near real-time for decision-making or directly incorporate into their AI models.
2
Numerai
Country: USA | Funding: $32.5M
Numerai transforms and regularizes financial data into machine learning problems for global network of data scientists. The stock market is inefficient with respect to new developments in machine learning — only a fraction of the world's data scientists have access to its data. Numerai is changing this.
3
Alinea
Country: USA | Funding: $21.8M
Alinea is an AI-powered investing app for crypto, stocks and playlists fractional investing. Built by GenZ for GenZ.
4
Mosaic Smart Data
Country: UK | Funding: $9M
Mosaic Smart Data, the fintech which provides real-time data for fixed income, currencies and commodities. It delivers the insight and real-time intelligence that FICC market participants need to increase business opportunities and meet regulatory requirements.
5
Trade Ideas
Country: USA
Trade Ideas’ A.I. is a virtual research analyst that never sleeps and sifts through technicals, fundamentals, social media, earnings and more, across millions of possible trades every day to find the highest probability, risk appropriate opportunities.
6
Aisot Technologies
Country: Switzerland | Funding: $2.4M
Aisot Technologies is on a mission to transform asset management with AI, leveraging the combined power of machine learning, data science, and quant research. Making asset management fully customizable, aisot allows asset managers to automatically adapt to the changing needs and condition of the market. aisot dynamically leverages different data sources with mixed characteristics, such as market and alternative data streams, and outperforms a variety of statistical and machine learning baselines as well as industry standards.
7
Rebellion Research
Country: USA
Rebellion Research use our proprietary artificial intelligence based Deep Learning to monitor 55 countries on a daily basis and incorporate that with our 24 years of historical information. Our Machine Learning Investment technology was once available only to very high net worth investors through our hedge fund, but is now offered to you through managed brokerage accounts at Interactive Brokers.
8
stocknear
Country: Germany
At stocknear, our mission is to democratize the power of AI for the masses in the stock market. We will construct a path together that places power in the hands of the many, not the few.
9
AI Stock Trading
Country: USA
We understand that when it comes to your investments, evidence speaks louder than promises. That’s why we don’t just talk about potential — we show real results. Dive into the historical performance of our AI-driven trading strategy and see how it has consistently delivered for our clients. Transparent, data-backed insights are at the heart of what we do, because your trust in our system is built on proven success, not just words.
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Siddhant Patel
Editor: Siddhant Patel
Siddhant Patel is a senior editor for AI-Startups. He is based out of India and has previously worked at publications including Huffington Post and The Next Web. Siddhant has a special interest in artificial intelligence and has spent a decade covering the rapidly-evolving business and technology of the industry. Siddhant graduated from the Indian Institute of Science (Bengaluru). When he’s not writing, Siddhant is also a developer and has a deep historical knowledge of the computer industry for the past 50 years. You can contact Siddhant at sidpatel(at)ai-startups(dot)pro