You are responsible for managing a machine learning model that predicts sales numbers in a production system. The model's accuracy is critical for business decisions, and the production model must adapt to market changes. However, since its deployment, the model has remained unchanged, and now its accuracy has steadily decreased. Considering these circumstances, what is the most likely reason for the steady deterioration in model accuracy?