新加坡创业者观点：AI 不会整理你的业务流程，只会让混乱更快传导
AI won’t tidy your business. It just moves the mess faster
新加坡做 AI 营销工具的创业者提醒：流程烂的公司上 AI 只是把混乱加速。想上 AI 前先看看自己家底。
新加坡 AI 营销软件创业者结合自身为客户搭建 AI 工具的经验撰文分析企业 AI 落地问题。文中引用 Kaliber 创始人 Robert Lai 的演讲观点：多数企业在流程本身混乱的情况下引入 AI，只是加速了错误结果的产出。文章核心论断是 AI 放大的是现有工作方式的质量，而非自动修复低效流程。作者建议企业在部署 AI 前先梳理内部流程与数据基础。
AI won’t tidy your business. It just moves the mess faster
I build AI tools for marketers, and run an AI marketing software firm in Singapore, so I spend a lot of time hearing about AI adoption. A recent talk by Robert Lai, founder of performance agency Kaliber, stuck with me because it opened with an uncomfortable claim: most of the AI work in the room […] The post AI won’t tidy your business. It just moves the mess faster appeared first on e27 .
