Impact Factor
Call For Paper
Volume 12 Issue 07
July 2026
Download Paper Format
Copyright Form
Author(s)
Abstract
In Today's Competitive Business Landscape, Relying Solely On Historical Sales Dashboards Is No Longer Sufficient. This Work Presents A Smart Forecasting Dashboard That Combines The Power Of Three Advanced ModelsXGBoost, Prophet, And LSTMto Predict Future Sales With High Accuracy. The System Leverages Cleaned And Structured Data, Evaluates Model Performance Using Standard Metrics (MAE, RMSE, R²), And Visualizes Outputs Through An Emotionally Engaging Power BI Interface. By Blending AI, Data Visualization, And Affective Design, The Dashboard Transforms Static Sales Data Into Actionable Business Intelligence, Offering A Compelling Solution For Real-world Forecasting And Decision Support.
Keywords
Paper ID
IJSARTV11I5103703
Publication Date
May 29, 2025
Research Area
AI & DS