Classical ML for forecasting vs. LLMs

In this Planning Aces special episode, CFO Thought Leader brings together three finance executives operating in very different industries—but facing remarkably similar planning challenges. David Lee of WEBTOON, Cristina Kim of Octaura, and Zane Rowe of Workday share how FP&A has evolved from a periodic planning function into a continuous decision system. Across global consumer platforms, fintech infrastructure, and enterprise software, each CFO explains how they use leading indicators, forecasting discipline, and real-time data to guide resource allocation. The conversation highlights how modern FP&A enables faster learning, sharper prioritization, and disciplined adaptability in an environment defined by rapid growth and accelerating change.