Industry-level inflation forecasts can be improved by considering the impact of exchange rates and import prices. A model was created that includes these factors and their dynamics, lagged correlations, and theory-based restrictions. When compared to other models, this new approach showed better accuracy in predicting CPI and PPI inflation.