AI-Driven ESG Governance and Insurance Innovation

A Sustainable Finance Framework for Long-Term Climate Risk Management

Abstract

As climate change, net-zero transition policies, and sustainability disclosure requirements continue to reshape the global economy, Environmental, Social, and Governance (ESG) considerations have evolved from voluntary corporate responsibility initiatives into fundamental components of governance, risk management, and capital allocation. Traditional insurance mechanisms have primarily focused on compensating losses; however, under increasing climate-related and transition risks, insurers are expected to play a more proactive role in risk governance and behavioral transformation.

This study explores how Artificial Intelligence (AI) can be integrated with ESG governance, climate risk assessment, and insurance innovation to establish a sustainable finance framework that supports prevention, adaptation, and incentive-based risk management. Using Taiwan as a case study, the research examines the relationships between ESG governance and long-term climate goals, identifies emerging transition, supply-chain, and disclosure risks, and proposes an AI-enabled insurance innovation model grounded in the Principle of Impact.

The study develops a conceptual framework that combines AI-powered risk prediction, dynamic underwriting, and ESG-based insurance product design. Findings suggest that AI-enhanced insurance mechanisms can reduce climate-related financial exposure while simultaneously encouraging sustainable business practices. Furthermore, the proposed ESG Governance–Risk Management–Insurance Innovation framework offers practical implications for regulators, financial institutions, insurers, and corporations seeking to accelerate climate adaptation and sustainable transformation.

The contribution of this study lies in establishing an interdisciplinary framework that bridges AI, ESG governance, and insurance innovation, thereby supporting the achievement of Sustainable Development Goals (SDGs) and long-term climate governance objectives through market-based solutions.