This paper revisits five key FP&A roles: the Architect, the Analyst, the Data Scientist, the Data Storyteller, and the Influencer, which were first introduced in our 2021 research paper. We explore how these roles have evolved, their impact on Business Partnering, and how they will adapt to new challenges and technologies.