Returning to the series is CluePoints, with Sophie Henderson, senior strategic consultant, sharing her hopes and expectations for how AI, analytics and risk-based approaches will continue to shape clinical development. From agentic AI to trust, transparency and smarter decision making, these predictions explore how the industry can turn technological potential into real-world impact in the year ahead.