调查：仅16%企业从AI获得变革性价值，缺失上下文层
原标题：Creating AI value with enterprise context
AI 摘要
MIT Technology Review Insights 与 Atlan 联合发布的调查显示，尽管所有受访企业都在使用 AI，但仅 16% 从中获得变革性价值，40% 只在特定任务或团队中看到中等收益，23% 回报极小或没有回报。目前 38% 的企业仍处于试点阶段，35% 用 AI 辅助员工工作，仅 12% 将 AI 智能体投入生产。Atlan 联合创始人 Prukalpa Sankar 认为，缺失的是让 AI 理解业务的“上下文层”，它位于业务系统与 AI 平台之间，将企业知识转化为受治理、机器可用的上下文。
正文节选
Sponsored In association withAtlan Across a business, any number of AI platforms, systems, and tools may be at work simultaneously—for example, AI-powered customer platforms, conversational assistants, and workflow and process automation tools. Each one is sophisticated, advanced, and quick to respond. But, when set to work, the outcomes and actions that emerge may be wrong, confused, or lacking a proper understanding of the business. Many organizations find themselves in this situation—and it c