AI-Powered Soda Ash Price Forecasting & Sales Strategy
Discover how CommodityXO helped a global chemicals giant strengthen soda ash price forecasting, understand market behaviour, and support sales planning across domestic and export markets.
The Challenge
A global chemicals giant operating in the soda ash market needed better visibility into price movements across domestic and export markets. Historical pricing data, delayed market signals, and disconnected supply-demand and macroeconomic factors limited proactive sales planning, inventory management, and pricing decisions.
The Solution
STATXO used CommodityXO to connect market signals, price-driver mapping, event intelligence, and predictive forecasting in one commodity intelligence platform. Monthly rolling forecasts and scenario analysis helped the sales team anticipate potential price movements and respond more proactively.
The case study reports 98%+ price forecasting accuracy at the three-month horizon, 65%+ directional accuracy, 13 key price drivers, and an 18-month forecast horizon. It also highlights monthly forecast refreshes and early warnings every two weeks.
CommodityXO is a game changer for teams managing procurement or sales in volatile commodity markets. Its depth of analysis and comprehensive approach to each commodity set it apart. The team brings strong domain understanding and analytical rigour, translating complex market developments into clear, decision-relevant insights.
— Head of Data Science & Analytics, AsiaGet the Full Case Study
Download the full case study to explore the implementation strategy and measurable business outcomes.