- Supervision of artificial intelligence in finance: Challenges, policies and practices
Report · 26 January 2026
While OECD Member countries have appropriate regulations for the use of AI in finance, challenges may arise in the interpretation and implementation of applicable AI regulations by financial…
- NGFS COP30 Declaration Launch – The Economic Cost of Climate Inaction
Event · 11 November 2025
On Wednesday 12th November (12:00-13:00 CET) the NGFS will launch officially its new Declaration on the Economic Cost of Climate Inaction, released for COP30 in Belém, Brazil. This high-level webinar…
- NGFS Issues Declaration on the Economic Cost of Climate Inaction at COP30
News · 4 November 2025
The Network of central banks and supervisors for Greening the Financial System (NGFS) released its Declaration on the Economic Cost of Climate Inaction on the occasion of the 30th United Nations…
- 2025 Explanatory notes on NGFS long-term scenarios
Report · 6 November 2025
The NGFS publishes a series of explanatory notes aimed at improving the clarity and usability of its long-term climate scenarios. These notes respond to valuable feedback from users, which…
- NGFS publishes Notes on NGFS long-term climate scenarios to enhance usability and understanding
News · 6 November 2025
The Network for Greening the Financial System (NGFS) published a series of explanatory notes aimed at improving the clarity and usability of its long-term climate scenarios. These notes respond to…
- NGFS publishes updated Guide on Climate Scenario Analysis
News · 12 November 2025
The Network for Greening the Financial System (NGFS) has released an updated edition of its Guide on Climate Scenario Analysis, building on the foundation laid by the first edition published in 2020.…
- NGFS and Coalition of Finance Ministers Strengthen Collaboration on Climate with Launch of Joint Dialogue Platform at COP30
News · 18 November 2025
The Network for Greening the Financial System (NGFS) and the Coalition of Finance Ministers for Climate Action (CFMCA) have launched a new joint dialogue platform to deepen knowledge sharing between…
- Statement regarding physical risk estimates in Phase V of NGFS long-term scenarios
News · 2 December 2025
The Network for Greening the Financial System (NGFS) has issued a statement regarding the retraction of the academic paper by Kotz et al. (2024), which served as the foundation for physical risk…
- Guide to climate scenario analysis for central banks and supervisors - 2025 version
Standard or Guidance · 18 November 2025
The NGFS publishes an updated edition of its Guide on Climate Scenario Analysis, building on the foundation laid by the first edition published in 2020. This new edition reflects the significant…
- Two Lenses on Climate Risk: A Dual Macroeconomic Reading of the NGFS Short-Term Scenarios
Report · 2 February 2026
In May 2025, the NGFS released its first vintage of short-term climate scenarios. Since the models used to generate these scenarios were new to most of its membership, the NGFS commissioned a second…
- NGFS strengthens international cooperation to address climate and nature risks
Event · 9 March 2026
The Network for Greening the Financial System (NGFS) held its Annual Plenary Meeting, hosted by the South African Reserve Bank, on 9th and 10th of March 2026, in Pretoria. The meeting brought…
- Note on the supervision of nature-related financial risks
Report · 8 April 2026
Nature-related risks – whether physical or transition – can affect established financial risk categories. As financial institutions’ reliance on ecosystem services becomes clearer, these risks are…
- Stephen S Poloz: Opening statement before the House of Commons Standing Committee on Finance
Speech
Opening statement by Mr Stephen S Poloz, Governor of the Bank of Canada, before the House of Commons Standing Committee on Finance, Ottawa, Ontario, 29 October 2013.The views expressed in this speech…
- Like London's Roman Wall, financial rules must adapt
Speech · 24 September 2024
Speech by Sarah Pritchard, executive director, markets and executive director, international at the FT Financial Advice Forum, London: We have a unique opportunity to do things differently and…
- Summary Note on the Improvement of Modelling Tools for Nature-related Financial Risk Scenarios
Report · 8 April 2026
This note takes a forward-looking view of how nature-related scenarios can better reflect the links between nature, climate and the economy. It highlights current modelling gaps, especially in…
- Navigating nature-related data: metrics, sources and uses
Report · 8 April 2026
More data is becoming available to support the analysis of nature-related financial risks. This note helps users identify relevant data sources and prioritise data and metrics according to specific…
- NGFS provides new tools to manage nature-related financial risks
News · 8 April 2026
The package provides practical tools for central banks and supervisors to integrate nature-related risks into their work to help strengthen the resilience of the financial system. Nature degradation…
- Big Data for Market Surveillance
Solution
Big data analytics have bolstered the market surveillance and assessment capabilities of the SEC. Topic modeling and other cluster analysis techniques are used to produce groups of “like” documents…
- Bot Report for Financial Statements
Solution, Report
The solution is best described as a “bot report” that checks for the percentage of mistakes in financial statements of listed firms. By employing this solution, AFM enabled its supervisory staff to…
- CCAR Loss Projection
Solution
The US Federal Reserve uses big data in its Comprehensive Capital Analysis and Review (CCAR) stress-testing process based on granular loan data used to project losses in each retail product.
- Chatbot for Supervised Entities
Solution
The FCA is experimenting with a chatbot that uses machine learning to automate financial service provider interaction
- Datavis to Uncover Relationships
Solution
IBM i2 and associated iBase information schemes are applications for data and network visualisation analytics used by ASIC to represent temporal, associative and causal relationships from structured…
- AI-powered Market Scanning Detection Model
Solution, Report · 31 March 2025
The SFC employs AI-empowered analytics to assess financial disclosures, market trends, and governance indicators to identify companies with elevated risk profiles. Rather than immediately initiating…
- AMLTRIX
Solution
AMLTRIX is an open-source adversarial framework for analyzing money laundering behaviors. It provides a structured, modular knowledge base of tactics, techniques, and indicators that map the full…
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