Brain is a Research Company that develops proprietary algorithms and signals based on alternative data for investment strategies on financial markets. We approach on dynamic stochastic models, as well as on Machine Learning (ML) and Natural Language Processing techniques. Our competences on Machine Learning algorithms enable us to build predictive models for various asset classes. ML models and signals can be used as inputs for investment strategies or combined in a portfolio approach. We have developed a proprietary backtesting method to assess investment strategies, either proprietary or third parties. Brain has also developed BSI, a proprietary “Sentiment” indicator, based on enhanced Bag of Words and on Natural Language Processing algorithms that process in real time the news flow from a multitude of providers. The sentiment indicator is available on a dedicated dashboard (http://www.braincompany.co).