
Navigating the Shift from Digital Adoption to Operational Transformation The sudden realization that layering sophisticated neural networks on top of manual spreadsheets creates more friction than efficiency has become the defining wake-up call for modern financial executives. The transition from treating Artificial Intelligence as a standard technology rollout to a fundamental structural redesign marks the boundary between simple digital adoption









