贝恩在测试收购目标时,使用vibecoding(AI快速原型开发)重建目标软件的粗略AI副本。这些副本并非完美克隆,但能暴露产品界面、分析、自动化或工作流逻辑是否容易被复制,帮助评估公司的竞争护盾。贝恩已构建数百个原型,该工具已从专业工程师扩展到普通顾问。案例:销售数据分析工具,AI可快速生成类似仪表盘和推荐。该方法揭示软件价值实际所在(代码、工作流、客户关系、数据等),也让买家预见AI如何重塑产品未来。此举正值生成式AI降低软件开发成本、挑战SaaS商业模式。
FT: Bain is testing takeover targets by using vibecoding to rebuild rough AI-made copies of their software.
These replicas are not perfect clones, but they can expose whether a product's interface, analytics, automation, or workflow logic is easier to reproduce than sellers claim.
The replicas help potential buyers assess how difficult it would be to recreate a software product and whether the company has a defensible competitive advantage.
Say a company is selling an analytics tool that takes sales data, cleans it, finds patterns, creates dashboards, and recommends what a sales manager should do next.