Bioanalytics
Mary Belfast (she/her/hers)
Associate Director, Specialty Bioanalytics, Automation
Teva Branded Pharmaceutical Products, Inc.
West Chester, Pennsylvania
Joe Rajarao, PhD, MBA (he/him/his)
Sr. Principal - Accenture Lifesciences
Accenture
New York, New York
The presentation includes an exploration of artificial intelligence (AI), beginning with its historical roots and tracing its development through to the present day. It aims to provide a comprehensive understanding of AI's evolution, helping attendees appreciate how past advancements have shaped current technologies and what future trends may emerge. This context sets the stage for a deeper dive into the contemporary landscape of AI, including both its potential and its challenges. Modern intelligent systems, while powerful and promising, come with their own set of hurdles. These challenges can range from technical limitations and data quality issues to ethical considerations and regulatory compliance. By examining these obstacles, the presentation equips attendees with the knowledge needed to navigate and overcome them. Strategies for addressing these challenges are discussed, providing potential solutions that can be applied in real-world scenarios.
The session will also delve into the critical factors that must be considered for the successful implementation of AI technologies. Integrating advanced technologies into existing workflows is not a straightforward task; it requires careful planning and execution. The presentation will highlight key considerations, such as aligning AI initiatives with organizational goals, ensuring data readiness, building the necessary infrastructure, and fostering a culture that embraces technological change. These factors are crucial for maximizing the benefits of AI and achieving sustainable success.
In addition to discussing the integration of AI, the presentation will outline a framework for deploying these technologies. This framework serves as a high level guide for organizations looking to implement AI in a systematic and efficient manner. It covers various stages of the deployment process, from initial planning and pilot testing to full-scale implementation and continuous improvement. The latest industry standards and guidelines related to AI implementation and validation will be considered. Compliance with these standards is essential for ensuring that AI systems are safe, reliable, and ethically sound. The discussion will cover the importance of adhering to these guidelines and provide insights into how organizations can meet these requirements. This includes understanding the implications of key frameworks, like GAMP 5 (Good Automated Manufacturing Practice), particularly its second edition, which offers updated guidance on AI.
Overall, the presentation aims to provide a practical understanding of AI, from its historical context to the practicalities of modern implementation. It equips attendees with the knowledge and tools needed to begin to navigate the complexities of AI adoption, ensuring that they can leverage these powerful technologies effectively and responsibly.