The AI framework is particularly beneficial for mining regions with fragile ecosystems and seasonal rainfall, such as Goa's iron ore mining belt. These areas are prone to water pollution, vegetation loss, and air quality degradation due to mining activities. The system's ability to predict environmental risks and provide early warnings can help mitigate these impacts, reducing harm to biodiversity and local communities. However, the study notes that the framework's effectiveness depends on the availability of high-quality data and the expansion of IoT sensor networks. Without these, the system's predictive capabilities may be limited, potentially leaving some risks unaddressed.