A medium-sized machining enterprise dynamically simulates aluminum price fluctuations through an integrated business-finance simulation sandbox, real-time deduces strategies linking procurement price locking, production scheduling, and customer payment terms, and balances cash flow and gross profit margin with the support of AI prediction. This has achieved a 64% reduction in the impact of raw material cost fluctuations on profits, zero cash flow disruption risk throughout the year, and a stable net profit margin above 8.2%
