---
title: Responses to Climate-Related Financial Risks:  Leveraging Data, Technology and Innovation
description: Explore how data, technology, and innovation are essential for advancing climate action in finance. Join our panel to discuss trends and transformative tools.
---

[SFF 2024 Session Recordings ](https://39936595.hs-sites.com/sff-2024-session-recordings)

# [Responses to Climate-Related Financial Risks:  Leveraging Data, Technology and Innovation](https://39936595.hs-sites.com/sff-2024-session-recordings/sff-2024-videos/responses-to-climate-related-financial-risks-leveraging-data-technology-and-innovation)

 Written by [Singapore FinTech Festival](https://39936595.hs-sites.com/sff-2024-session-recordings/author/singapore-fintech-festival) | Nov 18, 2024 5:00:00 AM

 

Delivered at the Singapore FinTech Festival, **an expert panel delved into the pressing issue of climate-related financial risks, focusing on leveraging data, technology, and innovation** . The session featured distinguished leaders from central banks, financial institutions, and technology providers, offering insights into risk mitigation, adaptation strategies, and the role of emerging technologies. 

 

**Key Takeaways:**

***1. Climate-Related Financial Risks**** *

**Core Risks Identified:** 

- **Physical Risks:** Damage to assets and infrastructure from climate events. 
- **Transition Risks:** Challenges arising from policy, market, and technology shifts toward a low-carbon economy. 
- **Liability Risks:** Legal and reputational exposure for firms not addressing climate-related concerns. 

**Emerging Concerns:** 

- **Nature-Related Risks:** Biodiversity loss and ecosystem degradation. 
- **Greenwashing Risks:** Misrepresentation of sustainability credentials in financial products. 

 

**Case Study – Bank Negara Malaysia (BNM):** 

BNM has implemented comprehensive frameworks, including a **climate change and principle-based taxonomy** (CCPT), mandatory climate disclosures, and industry-wide **climate stress testing**, to foster resilience in the financial sector. 

 

***2. The Role of Data Providers**** *

**Challenges for Financial Institutions:** 

- **Data Coverage:** Addressing the unique requirements of diverse asset classes, from project finance to mortgages. 
- **Data Integration:** Harmonising frameworks and ensuring consistency across risk assessments. 

**S&P Global Market Intelligence Perspective:** 

A focus on **holistic data frameworks** enables financial institutions to integrate various asset risks into a unified, actionable decision-making output. 

 

***3. Leveraging Technology and Innovation**** *

**Digital Tools for Climate Risk Analysis:** 

- **Digital Twins:** Simulating physical risk impacts and translating them into financial metrics. 
- **AI & Machine Learning:** Automating the review of sustainability claims and investment policies to detect potential greenwashing. 
- **Satellite Data:** Enhancing climate stress tests by providing granular physical risk indicators. 

 

**Example – Austrian Financial Market Authority (FMA):** 

The FMA employs AI to screen sustainability-related disclosures, cross-referencing them with investment data to detect inconsistencies and potential greenwashing. Supervisory follow-ups involve human experts to ensure precision. 

 

***4. Data Catalogues and Directories**** *

**Purpose and Benefits:** 

- **Centralised Access:** Organising available datasets to facilitate better analysis and cross-referencing. 
- **Gap Identification:** Highlighting data deficiencies to guide targeted collection efforts. 
- **Actionable Insights:** Informing regulators and financial institutions on potential areas for innovation and risk management. 

**Monetary Authority of Singapore (MAS) Initiatives:** 

- Developing **climate data directories** to map existing data, identify gaps, and encourage innovation in **scope 3 emissions tracking**. 
- Collaborative projects using **alternative datasets**, such as satellite imagery, to enhance climate risk insights. 

**Vision for the Future** 

**Enhanced Collaboration:** 

- Regulators, financial institutions, and data providers must work together to bridge data gaps and improve risk frameworks. 
- Technology providers play a critical role in delivering scalable, user-friendly solutions for climate risk management. 

**Driving Systemic Change:** 

- Central banks like BNM and MAS demonstrate leadership by embedding sustainability into macroeconomic assessments and internal operations. 
- Innovations in **climate stress testing** and **green financing tools** will be pivotal in aligning financial systems with sustainability goals. 

**Prioritising Actionable Data:** 

- Structured and accessible datasets are key to actionable climate risk analysis. 
- Greater emphasis on **technology-enabled cataloguing** will address gaps and foster a more resilient financial ecosystem. 

**Conclusion** 

Addressing climate-related financial risks requires a multi-pronged approach that integrates **regulatory leadership**, **technological innovation**, and **collaborative frameworks**. With strong commitments from central banks, data providers, and financial institutions, Asia is well-positioned to lead the global push for a sustainable financial future. 

 

Speaker:

- Dr Georg Lehecka, Manager Sustainable Finance Hub, Austrian Financial Market Authority (FMA)
- Harry Lee, Deputy Director and Head, Data Governance & Transformation Division, Monetary Authority of Singapore
- Li Ming Ong, Director of Data Management & Statistics Department, Bank Negara Malaysia
- Olivier Trecco, Regional Head, Sustainability Solutions Sales, Asia Pacific Middle East & Africa, S&P Global Market Intelligence

Moderator:

- Dr Patrick Hoffmann, Advisor, BIS Innovation Hub - Singapore Centre

[View full post](https://39936595.hs-sites.com/sff-2024-session-recordings/sff-2024-videos/responses-to-climate-related-financial-risks-leveraging-data-technology-and-innovation)

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