- Heterogeneity & Inflation: From Microeconomic Variation to Macroeconomic Impact - Call for Papers
Event · 26 May 2026
A call for papers for a conference on inflation heterogeneity to be held 26-27 May 2026 in Basel, jointly organised by the BIS Innovation Hub Eurosystem Centre, BIS Monetary and Economic Department…
- Inflation Nowcasting System
Solution · 1 January 2025
An AI-powered inflation nowcasting system developed and deployed by the Bank of Namibia in 2025 that generates high-frequency, near real-time inflation estimates to support monetary policy decisions.…
- Non-Performing Loans (NPL) Machine Learning Predictive Analytics Model
Solution · 1 November 2024
An AI-driven predictive analytics system deployed by the Bank of Namibia in 2024 to monitor and provide forward-looking supervisory insights on Non-Performing Loans (NPLs) in the banking sector. The…
- Automated Regulatory Reporting System
Solution · 22 February 2023
Bank of Namibia (BON) went live with SQL Power’s Regulatory Reporting System in February 2023 in order to move away from a lot of manual spreadsheet-based processes. This included data collection…
- Regtech and suptech in central banks 2026 case studies: Part two - Advancing with AI
Case study · 13 April 2026
In this second of our three-part in-depth survey series conducted by Central Banking, supervisory leaders from across the globe (Brazil, Qatar, Georgia, Peru) reveal how they are already using or…
- Incertidumbre, Gestión de la Política Monetaria y Entropía de las Expectativas en la República Dominicana: Un análisis basado en algoritmos de Text Mining y Redes Neuronales
Presentation · 3 June 2020
This research paper presentation examines the impact of economic uncertainty on inflation expectations in the Dominican Republic by constructing an International Economic Uncertainty Indicator (IIEI)…
- Seminar on Big Data and Data Science Applications and Development at Central Banks
Event, Meeting notes · 1 June 2021
This three-day CEMLA–Banco de España virtual seminar, held between June 1-3, 2021, highlighted how central banks across Latin America and Europe are increasingly leveraging big data, machine…
- AFR: Toolkit for Regression Analysis of Kazakhstan Banking Sector Data
Open Code · 1 March 2026
Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data. The package includes functions from existing R packages adapted for banking sector of Kazakhstan.…
- Felipe M Medalla: Fortifying the foundations for the next generation of strategy leaders
Speech · 23 June 2023
Speech by Mr Felipe M Medalla, Governor of Bangko Sentral ng Pilipinas (BSP, the central bank of the Philippines), at the Bangko Sentral ng Pilipinas 2018–2023 Strategy Close-Out Meeting, Manila, 23…
- AI-based forecasting in Sweden
Report · 1 April 2025
This paper explores the application of machine learning models, specifically random forests and neural networks, for forecasting Swedish GDP and inflation using a comprehensive dataset of 120 Swedish…
- Economic capital paper released today by the Basel Committee for comment
29 August 2008
Press release | 29 August 2008The Basel Committee on Banking Supervision has published for comment its findings and recommendations on the Range of practices and issues in economic capital modelling.…
- ML for Loan Default Forecasting
Solution · 1 December 2021
Banca d'Italia is starting to explore how loan default forecasting can benefit from the use of ML algorithms, merging different data sources for this purpose (eg the Central Credit Register, the…
- Jorgovanka Tabaković: Creating additional value with the most modern service at lower costs
Speech · 15 June 2023
Speech by Dr Jorgovanka Tabaković, Governor of the National Bank of Serbia, at Finticipate vol. 2 - SEE Fintech Forum, Belgrade, 15 June 2023.The views expressed in this speech are those of the…
- Keeping the momentum: how finance can continue to support growth in EMEs
18 March 2024
Papers in this volume were prepared for a meeting of emerging market Deputy Governors organised by the Bank for International Settlements on 18–19 March 2024.BIS Papers | No 148 | 11 September…
- ML for Loan Default Forecasting
Report · 1 December 2021
The BoI is starting to explore how loan default forecasting can benefit from the use of ML algorithms, merging different data sources for this purpose (eg the Central Credit Register, the balance…
- AI for Liquidity Analysis
Solution
AI for detecting liquidity problems at banks in anticipation of potential deposit runs.
- Ong Chong Tee: The post-crisis financial landscape - what next?
13 December 2018
Remarks by Mr Ong Chong Tee, Deputy Managing Director (Financial Supervision) of the Monetary Authority of Singapore, at the Society for Financial Studies Cavalcade Asia-Pacific Conference's Gala…
- The suptech generations
Report, Taxonomy · 1 October 2019
This paper examines the evolving definition and scope of suptech by analysing initiatives across 39 global financial authorities through surveys and data collection. The authors categorise…
- Banks' credit loss forecasts: lessons from supervisory data
Report · 25 September 2023
BIS Working Papers | No 1125 | 25 September 2023by Martin Birn, Renzo Corrias, Christian Schmieder and Nikola TarashevPDF full text (394kb) | 31 pagesSummaryFocusAfter the Great Financial Crisis…
- Artificial intelligence initiative: Bank of Namibia
Event · 16 March 2026
The Bank of Namibia has been named the winner of the Artificial Intelligence Initiative by the prestigious Central Banking Awards, in recognition of the Bank’s successful integration of artificial…
- Machine learning: Optimising forecasting for better decision-making
Training · 16 June 2026
Central Banking will host a virtual one-day event, “Machine Learning: Optimising Forecasting for Better Decision-Making,” on 17 June from 14:00–18:00 BST (09:00–13:00 EDT), bringing together…
- Rosanna Costa: Chile's December 2024 Monetary Policy Report
Speech · 18 December 2024
Presentation by Ms Rosanna Costa, Governor of the Central Bank of Chile, before the Finance Commission of the Honorable Senate of the Republic, Santiago de Chile, 18 December 2024.The views expressed…
- Supervisory Category Forecasting
Solution · 1 December 2021
FINMA has developed or is developing several tools for different uses, such as forecasting supervisory categories of banks based on predictions of how their risks would evolve and estimating (using…
- Total credit as an early warning indicator for systemic banking crises
Report · 3 June 2013
BIS Quarterly Review | June 2013 | 03 June 2013by Mathias DrehmannPDF full text (38kb) | 5 pagesCredit-to-GDP gaps are valuable early warning indicators for systemic banking crises. As such, they are…
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