AI-Based Demand Predictive Sales and Forecast Optimization
This project introduces an AI-driven demand forecasting system aimed at enhancing supply chain operations. Leveraging machine learning algorithms such as ARIMA and Random Forest, the platform provides an intuitive web-based interface that enables users without technical expertise to produce reliable forecasts. Testing with actual retail data demonstrated gains in inventory control, customer experience, and operational performance. Its modular design ensures flexibility for application across various industries, combining ease of use with advanced technical capabilities.
Authors
- S. Karthikeyan
Publication Details
- Journal
- International Journal for Research in Applied Science and Engineering Technology
- Published
- 2025-06-11
- DOI
- https://doi.org/10.22214/ijraset.2025.72288
- Primary Topic
- Big Data and Business Intelligence
- Type
- article
- Field-Weighted Citation Impact
- 0.00