企业在AI投资达到2.5万亿美元的同时，面临着扩展AI的挑战
企业在AI投资大幅增加的同时，面临着扩展AI的困难，大多数企业并未通过AI增加收入，只有优先考虑流程再设计的公司取得领先。
enterprises are rapidly investing in ai, with global ai spending projected to reach $2.5 trillion in 2026, representing a 44% increase from the previous year. despite this, many organizations face significant challenges in scaling ai, resulting in fragmented intelligence and siloed data. companies that are succeeding in ai adoption are those that prioritize process redesign before model selection, enabling them to build adaptable and composable architectures. this approach allows them to convert raw data into actionable intelligence for ai agents, while also addressing concerns around data sovereignty and control.