AI Finance Club: What Three Members Learned from the Experience with Eve, Jurgen & Bukie

AI is fundamentally reshaping financial planning and analysis (FP&A) and procurement by shifting the focus from manual spreadsheet labor to strategic, AI-augmented workflows. Finance professionals are increasingly leveraging tools like Claude and Codex to automate complex modeling, such as Monte Carlo simulations, while maintaining human oversight for accuracy and defensibility. The AI Finance Club serves as a critical community for these practitioners, fostering peer-to-peer learning, hands-on project building, and the development of "vibe coding" skills. While AI significantly boosts productivity and enables the creation of sophisticated, production-ready tools, the core value of the finance function remains centered on critical thinking, domain expertise, and the ability to translate data into actionable business decisions. Success in this evolving landscape requires a shift toward a developer mindset, where precise specification and rigorous governance ensure that AI amplifies, rather than replaces, human judgment.