A machine learning system for long-term electricity demand forecasting has been developed, which could inform strategic energy investments. The technology's emergence comes as electricity demand is reportedly rising in some regions, such as Canada, and is expected to impact regional electricity markets. The use of advanced forecasting methods, including machine learning and smart meter-based systems, may be becoming increasingly important for utilities and grid management.