Rippling 发布 AI Spend Console，管控企业 AI 支出与员工 ROI
Rippling 用自研工具解决自身 AI 费用失控问题，并产品化对外发布，给深陷 AI 成本泥潭的企业提供了一个可参考的治理样板。
HR 软件商 Rippling 推出 AI Spend Console，帮助企业追踪并控制 AI 花费。它能按员工、团队和角色拆解支出，并判断这些投入是否真的提升了生产力，还是只产生了大量低质内容。此前 Rippling 因 AI 开支失控，数月内烧掉数百万美元，一度接近其研发部门薪酬预算的 40%。
正文摘录
HR software provider Rippling this week [unveiled AI Spend Console](https://www.rippling.com/blog/introducing-ai-spend-console), an anti-tokenmaxxing product that helps a company track and contain its AI spending. One of the most interesting features is that it maps how much individual employees, teams, and roles are spending and if they are genuinely more productive, or generally producing more AI slop. The company promises the tool will show “which engineers have high AI spend whose peers frequently ask them to redo work in code reviews,” the company says in its [blog post](https://www.rippling.com/blog/introducing-ai-spend-console). The tool was born after Rippling went all in on tokenmaxxing at the start of the year — as so many did — only to discover employees were wildly burning cash…