Thank you for sharing your experience with the fitness tracking app. Given your background in managing complex digital transformations and product lifecycle management, I'd like to understand how you would approach developing a new product for the life sciences industry that integrates advanced data analytics for better decision-making. Could you walk us through how you would proceed from concept to market launch, particularly focusing on the integration of these analytics to enhance decision-making capabilities?