Introduction

Environmental, Social, and Governance (ESG) preferences vary dramatically among clients, from indifference to strong values-driven investment requirements. Conversational AI enables effective ESG preference elicitation through natural-language dialogue exploring client values.

Preference Elicitation Through Conversation

Chatbots explore ESG concerns through multi-turn conversations identifying specific values and priorities. Rather than static questionnaires, conversational systems probe client thinking: "Do you want to avoid companies contributing to climate change?" "How important is governance quality?" "Which social issues concern you most?"

Implementation and Outcomes

ESG-aware portfolio construction incorporating captured preferences improves client alignment and satisfaction. Clients feel heard when portfolios reflect disclosed values.

Conclusion

Conversational ESG preference capture enables better alignment of portfolios with client values.