Empower with A.I.

Computers are able to overperform human intelligence in many fields. This trend will continue and grow. We are here to help asset managers and leverage their decision process with A.I. and advanced learning.



We are all overwhelmed by data coming from many different sources. It is the same for asset managers who face more and more information to integrate into their management decisions, whether price data, macroeconomic data, market feelings, the increasingly numerous news… It is impossible as a human to handle these millions of signals at the same time. The asset manager is left with too many parameters to digest in order to make the right decisions in real time based on his own strategies. On the other side, new technologies are becoming more and more efficient. Artificial intelligence methods and machine learning tools make it possible to efficiently manage these data and understand their impact on investment strategies in order to make the best decisions. Read more

Our Vision

We started from a real conviction: new technologies will change the asset management world. With the increasing complexity of the financial markets, our project aims to use the most advanced techniques in artificial intelligence to help asset managers. Our vision is that the machine outperforms human intuition. We are on augmented intelligence. The machine does not replace the manager, it is a decision reinforcement tool. It is not trivial, hence our 4 years of R&D with key people with a cutting edge expertise.


Our Story


We started building a fully front-to-back trading platform in 2015 to develop systematic investment strategies on financial markets. One of the founders, Eric Benhamou, applied machine learning techniques in finance to improve the strategies and the investment process.

These techniques include cutting-edge optimisation methods, supervised and reinforcement learning. RCube AM, a French Asset Manager, is using our software to commercialise Ai for Capital , the investment program developed by our platform. We have been investing our own capital in the program since 2018. The program is open to external investors since September 2019. Read more

Other asset managers expressed their interest in using our technology for their strategies. We had our first client in February 2020. Based on this observation, we started opening our platform to external managers for their own strategies and developed Ai for Alpha, our augmented intelligence offer to help managers in their decision process. Read more


Béatrice Guez, CEO

  • 20 years of experience in financial markets
  • Experience: Structuration & marketing in investment banking (JP Morgan, Deutsche Bank, Société Générale)
  • Education: X/ENSAE, MSc in Finance (LSE)

Eric Benhamou, Head of Research

  • 20 years in model development and quantitative finance
  • Ex Goldman Sachs and Natixis, founder of a startup in financial software sold to Thomson Reuters
  • Education: X/ENSAE, PhDs: Maths (UPE), MSc in Artificial Intelligence (Dauphine MASH)

Stéphane Fadda, Head of Sales

  • Head of sales & CEO of software unicorn (Talend) & A.I. startups
  • Serial entrepreneur &advisory skills

David Saltiel, Data Scientist

  • Experienced in machine learning and finance
  • Ex data scientist in Institut Louis Bachelier Datalab and consultant in actuarial sciences at Prim’Act
  • Education: Dauphine, M2 in actuarial sciences, M2 in Artificial Intelligence


EIT digital
Ai Square Connect received funding from the European Institute of Innovation and Technology (EIT).
EIT is a body of the European Union and receives support from the European Union's Horizon 2020 research and innovation programme.

Finance Innovation
Ai Square Connect receives the Fintech Label by Finance Innovation on June 2020

RCube Asset Management
Ai Square Connect created the program Ai for Capital for RCube AM on June 2019


Ai Square Connect collaborates with LISIC - ULCO with the PhD program of David Saltiel on February 2019

LAMSADE Dauphine LAMSADE Dauphine

Ai Square Connect collaborates with LAMSADE - Dauphine PSL with the PhD program of Eric Benhamou on October 2018

Ai Square Connect was accepted at Agoranov on January 2018