Ai for Alpha

French startup Ai for Alpha has developed a tool to help wealth managers read market signals and build resilient portfolios. The tool uses artificial intelligence and machine learning models to analyze over 150 factors and estimate the probability of markets moving towards a bull or bear regime. The tool provides daily crash probability assessments and explanations to paying customers.

Source: 
Federico Guerrini | EIT Digital
federico.guerrini@eitdigital.eu

Using complex artificial intelligence and machine learning models, French startup Ai for Alpha has developed a robust tool that identifies key variables to be considered on an investment decision, helping asset managers to build better performing portfolios. 

The startup was founded in November 2020, as part of the EIT Digital, Digital Finance portfolio. The founding team brings together reputable investment professionals and distinguished data scientists, capable to immediately sign first-class customers such as investment bank Société Générale, asset manager Homa Capital and wealth manager Meilleur Placement.

Ai for Alpha’s machine learning models are trained on 20 years of historical market data. By analyzing more than 150 factors, ranging from market prices to volatility, market sentiment, macroeconomic features technical analysis, evolution of rates, and others, the software estimates the probability of the markets moving towards a bull or bear regime.

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In the future, Ai for Alpha plans to offer AI-based wealth management advice aimed at socially responsible investments. “We’ll use machine learning to help managers identify eligible funds that take into account environmental, social and governance factors,” the CEO says.


Guerrini, F. (2021, September 1). Ai for Alpha: resilient investing, powered by machine learning. EIT Digital. https://www.eitdigital.eu/newsroom/news/2021/ai-for-alpha-resilient-investing-powered-by-machine-learning/

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