Our opening workshop tackles the critical need for embracing emerging technologies in pharmaceutical and how it might interact with supply chain and logistics. With roughly 25% of global pharmaceutical shipments experiencing temperature deviations, the efficacy and safety of medications are at risk. In today's dynamic world, integrating technology for efficacy isn't a choice, it's essential for the industry's success. Are the new AI trends here to support the pharma industry or more discussion topics will be raised?

Challenges like regulatory compliance, data security, and infrastructure limitations can hinder seamless integration. This first workshop will confront these roadblocks and showcases innovative solutions.

Join us as we delve into:

· Blockchain for Traceability: Witness the power of blockchain in ensuring end-to-end visibility and regulatory compliance throughout pharmaceutical journeys. Who is using this resource? 

· AI-Powered Predictive Analytics: Explore how AI can leverage data to predict and prevent temperature deviations. We'll showcase a generative AI model that analyzes historical data to identify potential risk factors and suggest preventive measures.

· IoT Monitoring Solutions: Discover how IoT sensors provide real-time insights into temperature-controlled environments, overcoming infrastructure limitations. 

· Cost-Effective Automation: Explore affordable automation solutions to streamline logistics and reduce operational costs. 

· Training Initiatives: Learn about developing comprehensive training programs to upskill personnel and bridge the human resources gap. 

This opening address will focus on accelerating the process of adopting real-time monitoring and data analytics to minimize temperature fluctuations and safeguard products throughout the supply chain.

Discussions will revolve around:

• Challenges of temperature excursions
• Benefits of real-time monitoring
• Faster validation and implementation
• Predictive intelligence
• Case studies and best practices