凯捷Capgemini：2025年工程领导者的创新使命：实现研究与商业战略的协同报告（英文版）

The first factor is the pace of change, The speed at wwhichinnovation occurs makes effective decision-making moredifficult. Digital trarsformation, driven by advances inartificisl intemigence, machine learning and the internet ofThings (loT), is accelerating rapidly i%, This evolution alsoextends to the physical world through innovations inmaterials science, nanotechnology and biotechnology,.Engineering leaders must stay ahead of a constantly shiftingtechnological landscape in both realms. Th