The integration of AI models in the Industry sector is fundamentally transforming operations and overall performance. Analysis of production orders and predictive maintenance enable proactive management of production processes, minimising unplanned downtime. Prediction of CO2 emissions and intelligent waste management contribute to more sustainable, environmentally-friendly production. Production quality analysis and internal error detection guarantee high standards and operational efficiency. The optimisation of medical team planning and the simulation of working capital requirements improve the planning of human and financial resources. These models promote operational efficiency, environmental sustainability and long-term profitability in the industrial sector.