25/3/2025

 25/3/2025

Go online to conduct in-depth research and compare various sales forecasting methods to find the best solution for the current business scenario. This includes using the compound annual growth rate (CAGR) to predict long-term sales trends to measure the average annual growth rate of sales and help formulate more accurate sales plans. At the same time, study the impact of promotional activities and holidays on sales, analyze the sales share during promotional periods or specific holidays (such as Hari Raya) in historical data, calculate the sales contribution rate of these special periods, and build a forecasting model based on this.

评论

发表评论

此博客中的热门博文

21/3/2025

 21/3/2025 Continue to explore and test various sales forecasting methods, including using different time periods for forecasting, to find the most accurate forecasting method. Attend meetings in the afternoon to discuss inventory status during the promotion period with relevant teams (such as managers and executives), focusing on products that have already started or are about to start promotions, especially products that are at risk of being out of stock (OOS), and develop corresponding response strategies to ensure the smooth progress of promotions.
阅读全文

19/3/2025

19/3/2025 Data related to Soh (Stock on hand), Sales (Sales data) and Warehouse Stock (Warehouse Stock) from January 2, 2025 to March 19, 2025 are extracted from Qlik Sense, and the data integrity is checked and initially cleaned. Subsequently, the stock level and warehouse stock allocation are analyzed by building visualization charts such as line charts and bar charts. Finally, the analysis results are discussed and corrected with the Supply Chain Forecast and Promotion Executive.
阅读全文