Description: High level overview on how to implement a risk adjustment chart chase program.

Description: Al is reshaping the actuarial profession at an unprecedented pace. This article explores how emerging technologies—machine learning, generative AI, and automation—are transforming actuarial practice across pricing, reserving, and risk management. It highlights opportunities for actuaries to harness AI for deeper insights, enhanced predictive power, and more efficient workflows, while also addressing the challenges of transparency, bias, and ethical responsibility. The discussion situates AI within the broader context of professional standards and regulatory expectations, emphasizing the need for governance frameworks that safeguard trust and accountability. Drawing from real-world case studies and current research, the article examines how the actuary’s role is evolving from traditional modeling to strategic data leadership. It calls for continuous learning and interdisciplinary collaboration to ensure that actuaries remain central to the future of risk and finance. Ultimately, this article offers a balanced roadmap—one that recognizes AI as both a disruptive force and a catalyst for professional reinvention.