NARRATE develops an AI-based tool to enhance resilience in manufacturing and logistics. The Intelligent Manufacturing Custodian (IMC) acts as a nerve center, using data for proactive decision-making and real-time monitoring. IMC integration transforms supply chains into Smart Manufacturing Networks (SMNs) capable of withstanding disruptions. A Digital Twin represents SMN data, training machine learning models to predict disruptions. AI algorithms provide real-time reporting on a dashboard. The IMC and Digital Twin interaction generates insights, supporting SMNs in adapting to risks and disruptions while improving energy efficiency and sustainability. NARRATE's effectiveness will be tested in real production environments across diverse industry sectors.