A new arXiv paper introduces the Business World Model (BWM) to move AI beyond task automation. This architecture encodes organizational states and constraints to support autonomous strategic decision-making. It applies cognitive science and control theory to business environments. Practitioners can use this framework to build systems that plan initiatives from high-level objectives.