Case Study: a leading Asian machine manufacturing company reduces supply chain and credit risks with ElectrifAi

Reduced supply chain and credit risks across 20K customers with machine learning

The client, a leading Asian machine manufacturing company, sought to stabilize its cash flow by managing supply chain and credit risks across its 20,000 customers. In a volatile market with fluctuating steel prices, the manufacturer faced unpredictable demand and the constant threat of customer payment delays or defaults. To address this, they partnered with the vendor ElectrifAi.

ElectrifAi implemented a machine learning solution to identify and measure material, cashflow, and information risks. Their product provided near real-time risk monitoring with proactive notifications. This allowed the manufacturer to achieve predictable cash flow through early credit risk prediction, maintain sustainable inventory control, and maximize cash flow while reducing overall risk.