AI Agents for Cash Management in Payment Systems Staff working paper 2025-35 Iñaki Aldasoro, Ajit Desai Can artificial intelligence (AI) think and act like a cash manager? In this paper we explore how generative AI agents can help manage liquidity, prioritize payments and optimize efficiency in real-time gross settlement systems. Content Type(s): Staff research, Staff working papers JEL Code(s): A, A1, A12, C, C7, D, D8, D83, E, E4, E42, E5, E58 Research Theme(s): Financial system, Financial system regulation and oversight, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Structural challenges, Digitalization and productivity
Prima: The Bank of Canada’s New Projection and Policy-Analysis Model—An Overview Staff analytical paper 2026-47 Donald Coletti, Martin Kuncl, Martin Harding, Dmitry Matveev, Tolga Özden, Yang Zhang Prima is the Bank of Canada’s new model for projection and policy analysis. It builds on the economic foundations of earlier Bank models, adding detail on how sectoral pressures affect production costs and their pass-through to consumer prices. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C4, C43, C8, C82, E, E3, E30, E31, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
August 15, 2001 Analyzing the Monetary Aggregates Bank of Canada Review - Summer 2001 Dinah Maclean In recent years, the Bank has put renewed emphasis on analyzing monetary variables and on developing models that incorporate money as an active part of the transmission mechanism. In this article, Dinah Maclean describes how the monetary aggregates are used in the formulation of monetary policy analysis at the Bank, outlining the key tools and models used. The most important money-based model currently in use is the M1-VECM. In this model, deviations in the money supply from the long-term demand for money cause changes in inflation. The author briefly describes the "active-money" paradigm underlying this model and explains the key equations within it. Other simpler empirical models are also outlined, including single-equation indicator models for output based on the narrow aggregates, a neural network, and a model based on the broader aggregate M2++. A detailed technical annex provides details on model equations and coefficient values. Content Type(s): Publications, Bank of Canada Review articles
Evaluating the portfolio balance effects of the Government of Canada Bond Purchase Program on the Canadian yield curve Staff analytical note 2024-22 Antonio Diez de los Rios The Bank of Canada’s Government of Canada Bond Purchase Program, launched in response to the COVID-19 pandemic, lowered the weighted average maturity of the Government of Canada’s debt by approximately 1.4 years. This in turn reduced Canadian 10-year and 5-year zero-coupon yields by 84 and 52 basis points, respectively. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E43, E5, E52, G, G1, G12, H, H6, H63 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Monetary policy tools and implementation
Turning Words into Numbers: Measuring News Media Coverage of Shortages Staff discussion paper 2023-8 Lin Chen, Stéphanie Houle We develop high-frequency, news-based indicators using natural language processing methods to analyze news media texts. Our indicators track both supply (raw, intermediate and final goods) and labour shortages over time. They also provide weekly time-varying topic narratives about various types of shortages. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C55, C8, C82, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
August 18, 2011 Developing a Medium-Term Debt-Management Strategy for the Government of Canada Bank of Canada Review - Summer 2011 Marc Larson, Étienne Lessard As the Government of Canada’s fiscal agent, the Bank of Canada provides strategic policy advice on the management of the government’s debt, in addition to being responsible for conducting debt-management operations. In this article, the authors review the evolution of the debt strategy over the past 20 years and outline the complex process of developing a sound strategy that balances various cost and risk considerations. This includes an examination of the tools and practices used to develop the new medium-term debt-management strategy, such as the modelling approach involved, market consultations and various debt-management metrics. Content Type(s): Publications, Bank of Canada Review articles
Monetary Policy Transmission to Small Business Loan Performance: Evidence from Loan-Level Data Staff working paper 2024-41 Rodrigo Sekkel, Tamon Takamura, Yaz Terajima We analyze the dynamic and heterogeneous responses of small-business loan performance to a monetary-policy shock using loan-level data in Canada. We find evidence of monetary policy transmission through the cash-flow channel and the aggregate demand channel as well as some, though limited, impact of collateral to discipline loan repayment. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, E, E1, E17, E3, E37, E5, E52 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission
June 21, 2006 Financial System Review - June 2006 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report
September 15, 2008 Offshoring and Its Effects on the Labour Market and Productivity: A Survey of Recent Literature Bank of Canada Review - Autumn 2008 James Rossiter, Yi Zheng, Calista Cheung Offshoring has become an increasingly prominent aspect of the globalization process. Evidence over the past two decades suggests that offshoring has not exerted a noticeable impact on overall employment and earnings growth in advanced economies, but it has likely contributed to shifting the demand for labour towards higher-skilled jobs. There appear to be some positive effects of offshoring on productivity, but such effects differ by country. Content Type(s): Publications, Bank of Canada Review articles
Why Fixed Costs Matter for Proof-of-Work Based Cryptocurrencies Staff working paper 2020-27 Rodney J. Garratt, Maarten van Oordt Can Bitcoin survive? Some say it will become vulnerable to attacks as the rewards for processing Bitcoin transactions continue to decline. The economics of fixed costs suggest the specialized hardware used to mine Bitcoin may be key to its survival. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G10, L, L1, L11 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Digital assets and fintech