Thank you for attending Quant Strats Europe!

Join us at Future Alpha 2026 in New York on March 31st - April 1st
Haili Liu

Haili Liu

Head of Sustainability Investment Solutions Entis

Haili leads the sustainable investing division at Entis. She is responsible for all offerings across public equity, fixed-income and private markets. In her role she works closely with product teams at the major asset owners, asset managers and index providers to deliver transparent, high-quality data that meets their evolving sustainability and investment needs. Over the past two years, she spearheaded the launch of Entis' thematics division, which leverages proprietary AI and NLP capabilities to accelerate the development of targeted ETFs. Entis supports asset managers in achieving their investment goals by harnessing AI and offering deep expertise in multifaceted company assessments at scale.

Day 2: 15 October

2:20 PM FIRESIDE CHAT: Innovating climate risk pricing: Bridging fundamental models and market dynamics in ESG investing

This session will explore the development of sophisticated climate risk models to tackle the economic challenges posed by climate change.

 

·      What are the key challenges in integrating climate risk factors into traditional asset pricing models, and how can new financial instruments be developed to address these gaps?

·      How can asset managers and hedge funds better align their strategies with sophisticated climate risk models rather than relying on simplistic ESG factor models?

·      How can novel model concepts—such as fundamentals-based climate risk frameworks—reshape ESG investment strategies, and what opportunities do they unlock for alpha generation and risk hedging?

 

Check out the incredible speaker line-up to see who will be joining Haili.

Download The Latest Agenda