When Inbound Sells Itself
When Inbound Sells Itself
- 1Vercel COO 称 inbound 销售开发 90% 自动化，团队从 10 人缩至 1.25 人
- 2其自建客服 Agent 处理 93% 的支持案例，销售开发 Agent ROI 为 32 倍
- 3两套系统年度基础设施开支均为个位数千美元，COO 称无论模型成本多高都值得
- 4Tunguz 判断瓶颈不在模型而在固化的工作流程，称 AI 早期承诺如今正在兑现
Vercel 的数字说明 AI 销售与客服已进入可量化回报阶段，瓶颈在固化工作流程而非模型本身。
- 影响：inbound 销售与客服这类流程固定场景面临编制重估，人力预算结构随之改变；投入重点从模型采购转向流程文档化与固化；按该 ROI 口径模型开支不构成门槛。
- 参考：可考虑先算出自家 inbound 销售开发团队的人均产能与人力成本，对照 10 缩至 1.25 的幅度重估编制；值得盘点哪些线索与工单流程已能写成明确规则，作为 Agent 试点场景。
- 依据：全部数字来自 Vercel 首席运营官在 The Information 访谈中的自述，经 Tunguz 博客转述，暂无独立验证；10 缩至 1.25 的细节另见 SaaStrAI 对同场访谈的报道。
In short : Jeanne DeWitt Grosser, COO of Vercel, reports 90% automation of inbound sales development, a support agent handling 93% of cases, a 32x ROI on the sales development agent, & a total annual infrastructure bill in the single-digit thousands. Vercel took its inbound SDR team from 10 to 1.25. The bottleneck is not the model, it is the codified workflow.
Vercel took its inbound sales development team from 10 people to 1.25.
Jeanne DeWitt Grosser, COO of Vercel, shared this on our Information interview together1 :
“We had 90% automation of sales development for inbound. And our support agent that we’ve home-built handles 93% of all support cases…
In both of those cases, the total annual infrastructure bill is in the single-digit thousands…
Our sales development agent is a 32x ROI. So it’s worth it, no matter how much that model costs…
There are many ways in which we’re now getting AI to sort of be a 99th percentile performer 99% of the time.”
Sales development was one of the immediate use cases for AI in the early days.
Like self-driving cars, the promise arrived & fulfillment required a bit more time until the Waymo could navigate the streets of the Inner Sunset. It’s a coincidence that Waymos reduce pedestrian collisions by 92%, nearly identical to the figures above2.
Today, AI is in a place where the original promises have now been kept.
On Thursday, October 1st at 11:00 AM PT, Theory Office Hours welcomes Jeanne DeWitt Grosser of Vercel to talk about what happens to the sales development function when the inbound agent manages leads itself. If you’d like to attend, please register here.
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Jeanne DeWitt Grosser on The Information’s TITV. Detail on the 10→1.25 compression from SaaStrAI’s coverage of the same session. ↩︎
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Waymo, New Study: Waymo is reducing serious crashes and making streets safer for those most at risk, May 1 2025. The study reports a 92% reduction in injury-involving pedestrian crashes, with 82% for cyclists & motorcyclists. ↩︎
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来源：Tomasz Tunguz 博客 · tomtunguz.com