Irit Singer, Chief Marketing Officer at Windward, explains that ‘actionable visibility’ is vital for a more resilient supply chain. Implementation of IoT devices, widespread adoption of AI-powered solutions and machine leaning can help towards, and they should be utilized by all maritime stakeholders who are interested in improving their operational efficiency.