PanAgora Asset Management
Asset managers seek greater transparency into ESG index providers’ ratings
While there is no consensus on whether ESG ratings providers should be regulated, asset managers largely agree that more transparency into their vendors’ methodologies is needed.

Machine learning & NLP in the capital markets: Some examples from 2021
To show how ML and NLP are spreading across the industry, WatersTechnology highlights 20 stories from the last 12 months that feature unique uses of AI.

AI helps one investor screen targets against UN ethical goals
PanAgora has developed a two-stage process that aims to weed out the greenwashers.

The ESG Holy Grail doesn’t exist… yet
As buy-side firms strive to stand out in a maturing ESG-driven market, they will look for data in areas where coverage is still poor.
Asset managers look to raw NGO data for ESG insights
Data from non-profits can be combined with ESG ratings for more bespoke investment insight, investment professionals say.
PanAgora’s CIO & head of sustainable investing explain firm’s ESG framework, best practices
Waters Wavelength Podcast Interview Series: PanAgora’s George Mussalli and Mike Chen hit on topics including building predictive models using point-in-time data, and balancing ESG portfolios.