The Automation Ahead
Content SeriesExploring the Next Frontier of Investment Automation
The investment industry has long embraced automation, but the rise of generative AI (GenAI) has ushered in a new era that raises more questions than ever. Many professionals find themselves asking: What makes this different? Will GenAI replace traditional roles, or enhance them? What can it truly achieve, and where does it fall short?
The Automation Ahead dives into these questions, offering a comprehensive exploration of GenAI and what it heralds for the future of investment. This series breaks down the reality of GenAI’s current state, guiding you through the innovations, possibilities, and risks of this new wave of automation.
What to Expect
- Focused Insights on Key Tools: Each installment examines a specific tool driving this new era. We provide actionable guidance to help you get started, including effective techniques, strengths, and limitations — giving you a well-rounded understanding of each tool’s potential in your work.
- From Theory to Application: The series bridges the gap between concept and practice, moving beyond broad discussions to provide concrete steps for implementation. Whether automating repetitive tasks or enhancing investment insights, these articles will guide you in applying GenAI effectively.
- Collaborative Approach: We invite you to work with us in identifying and developing the most valuable use cases for GenAI in investment. Access code examples on GitHub, connect with peers on Discord, and leverage the CFA community’s collective expertise to push the industry forward.
Navigating the Future of Investment
Automation in investment is evolving beyond efficiency; it is enabling more sophisticated, intelligent workflows. The Automation Ahead provides you with the knowledge and skills to stay at the forefront of this change. Whether you are an experienced professional or new to AI, this series offers practical tools and insights to understand and apply GenAI in meaningful ways.
Introduction and Automation Framework
Understanding where automation can deliver the most value is a critical first step. This introduction and automation framework provide a foundation for developing an intuitive understanding of the technology, while identifying high-impact opportunities for GenAI-driven automation to help professionals think strategically about its applications.
Practical Guide for LLMs in the Financial Industry
This guide provides an overview of how financial professionals can select, evaluate, and deploy artificial intelligence (AI) models tailored to financial tasks, helping maximize efficiency, insight quality, and return on investment in adopting AI into their workflows.