Technological and marketing trends in the mining industry

The modern mining industry is undergoing a fundamental transformation under the influence of digitalization and technological innovations. The research aims to identify and systematize key technological and marketing trends in the coal industry, with a particular focus on digital technologies, automation, and environmental sustainability. The research methodology is based on a comprehensive analysis of data from the industry leaders, statistical indicators and market trends using a multilevel approach to assessing the effectiveness of innovation. The results demonstrate a 37% increase in investments in technology solutions over the past three years, with a priority focus on artificial intelligence, the Internet of things, and digital twins. It was revealed that companies that have implemented integrated digital solutions have achieved a 23.6% reduction in operating costs and a 29.4% increase in labor productivity. A correlation has been established between digitalization and indicators of sustainable development: reducing the carbon footprint by 18.7% and improving the occupational safety by 42.3%. In the marketing sector, there is a transition to a model of responsible consumption, which is reflected in the growth of premium segments of eco-friendly products by 31.2%. The practical significance of the research lies in the formation of strategic recommendations for coal market players on prioritizing technological investments and adapting marketing strategies to the new market realities.