This paper explores why FP&A transformations often fail during implementation rather than at the start. It introduces the FP&A Change Leadership Framework, showing how finance leaders can place people at the center of change, reduce the "Lag Tax," and build lasting organizational capability to successfully adopt new ways of working.

There is a fundamental question that many CFOs ask, which this paper answers: How should FP&A be structured for the situations it uniquely faces to make better decisions and generate more value than at present?

That answer relates to FP&A’s operating model – the integration of structure, roles, governance, processes, data, technology, and decision rights that determine how FP&A work is initiated, governed, and translated into business decisions.

This Insights Paper examines five visionary trends that illustrate how the Agency Shift, where the initiation of FP&A activity is transferred from humans to advanced systems, is beginning to surface in practice. These trends collectively describe the conditions that must converge for Autonomous FP&A to function as a stable operating model. They also provide a roadmap for finance leaders who want to move from producing outputs to designing and governing the intelligent systems that shape decisions, resilience, and shareholder value.