Intelligent mining has further upgraded the technological advantages of graphite mines. First, it has a high safety factor. Through the intelligent monitoring system, the surrounding rock and gas conditions of the mine tunnel are monitored in real time. Combined with unmanned mining equipment for operation, it reduces the exposure of personnel underground and lowers safety risks. Second, it is more efficient. AI algorithms optimize the mining path, and intelligent equipment operates continuously for 24 hours, increasing the efficiency by more than 30% compared to traditional mechanized mining. It can also dynamically adjust the production plan. Third, the cost is controllable. The intelligent system precisely allocates resources, reducing equipment idling and raw material waste. At the same time, it predicts equipment failures through data analysis, lowering maintenance costs and providing strong technical support for the efficient production of graphite mines.