企業在AI投資達到2.5萬億美元的同時，面臨著擴展AI的挑戰
企業在AI投資大幅增加的同時，面臨著擴展AI的困難，大多數企業並未通過AI增加收入，只有優先考慮流程再設計的公司取得領先。
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.