AI – Demand Forecast

Project Scope

As the market demand for the product is dynamic, it is very challenging to predict and forecast. This may impact on inventory management, order management, and planning service intervals.


Business Challenges


  • Warranty and Replacement

  • Discontinued Parts

  • Breakdown Maintenance Parts


ARi’s Solutions


  • Develop a robust part and service demand forecasting system through a data-driven approach

  • Forecast for each spare part based on the service interval

  • Forecasting to be done for a list of recommended spare parts

  • Time Period of Forecast – Annual demand forecast

  • Technologies Used: Python, PowerBI /Tableau


ARi’s Value Proposition

Help the Company to plan and Maintain Inventory to meet customer demand.


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https://www.arigs.com/wp-content/uploads/2025/11/AI-Demand-Forecast.pdf