HomeRI ResourceNatixis Investment ManagersMachine Learning meets ESG
Research and White Paper


  • Investors are increasingly searching for strategies which identify good performing ESG companies and which generate financial value from them too
  • Machine learning can identify patterns in ESG data that are likely to lead to financial outperformance. Meanwhile, smart beta techniques minimize volatility and increase diversification
  • The expectation is for returns that beat the benchmark over the long-term, but with significantly lower drawdown. This profile fits well with active and core equity portfolios
CATEGORIES: Thematic Investing: Clean Tech Investment Style: ESG