November 2025 Product Update

🚀 What’s New?

Smarter Sales Forecasting for Low-Confidence Products

What it is: A new intelligent calculation method that applies different forecasting strategies based on product confidence levels. Products with low confidence (limited historical data or high variability) now receive a multi-layered analysis approach, while high-confidence products continue using optimized standard calculations.

Why it’s useful: This targeted approach significantly improves forecast accuracy for products with uncertain sales patterns, such as new items, seasonal products, or those with sporadic sales. You'll see more reliable predictions where you need them most, leading to better inventory decisions and reduced stockouts or overstock situations.

How to use it: The system automatically identifies products with low confidence levels and applies enhanced analysis techniques to compensate for data limitations, while maintaining efficient processing for stable, predictable products.

🧩 Improvements

• Enhanced memory management for background workers, reducing out-of-memory errors and improving system stability.

🐞 Bug Fixes & Misc

• Fixed date format display issues for UAE locale (ar-AE) - dates now display in the expected DD/MM/YYYY format clearly and consistently, resolving readability problems caused by directional formatting in Arabic.

• Improved accuracy and consistency in revenue calculations across the platform.