Fuente: WIPO "sustainability" AbstractAI-Driven Integrated Framework for Real-Time Regulatory Compliance and Sustainability Optimization in Pharmaceutical ProductionThe present invention provides an integrated framework for sustainable pharmaceutical practices through policy innovation, designed to enable pharmaceutical companies to optimize resource utilization, reduce environmental impact, and ensure ongoing compliance with evolving sustainability regulations. The framework comprises several key components, including a policy management module that aggregates and adapts global, national, and local sustainability policies; an AI-powered sustainability assessment engine that evaluates production processes, raw material sourcing, waste management, and supply chain practices; and a real-time compliance monitoring system that tracks critical environmental metrics. Additionally, the invention features a policy adaptation engine for dynamic updates to operations in response to regulatory changes, an AI-driven optimization system for continuous resource and waste management improvements, and a collaborative platform for stakeholder engagement. A predictive modeling engine anticipates future regulatory shifts and sustainability risks, enabling proactive adjustments. This comprehensive, data-driven solution provides transparency, facilitates cross-industry collaboration, and supports continuous improvement in sustainability performance, positioning the pharmaceutical industry for long-term environmental responsibility and regulatory compliance.[To be published with figure 1]