10 people, 1 AI agent: what has Vercel actually shown?

Strategy and digital-transformation advisory for leadership teams: https://strategyascode.org/?utm_sourc... Vercel says ten people used to sort every sales lead that came in through its website, and that now one person checks an AI agent's work while the other nine sell. Did the move pay off? This video checks what the public record shows: what the company says it changed, what it says it got, and the one before-and-after number that is not disclosed by Vercel. All figures are company-reported; none is audited. You can run the same check on a big decision in your own company: three stops, one from each part of the method. Was sorting leads the real problem (frame)? How did the work actually change (target operating model)? Was the result delivered (benefits realisation)? APPLICABILITY Fits: a big, hard-to-reverse call that a board, an investor or a regulator will want to check. Doesn't fit: crisis-speed or routine reversible calls, or a question you can't get evidence on from more than one source. Cost: time, and someone practised at coding evidence. Before you start: a named owner, a scoped question, evidence from more than one source, and real time. CHAPTERS 0:00 Ten people, one AI agent, one missing number 0:28 How Vercel built the agent 1:11 One question, three stops 1:47 The same story, with dates 2:27 Stop 1 of 3: was sorting the real problem? (frame) 3:57 Stop 2 of 3: how the work changed (target operating model) 6:21 Stop 3 of 3: what was actually delivered (benefits realisation) 7:53 So what can we infer? (the evidence map) 9:14 Does this apply to you? 9:48 Take-home question The method is free and open to read (white paper): https://whitepaper.strategyascode.org Want to talk through a decision like this? Request a call: https://strategyascode.org/?utm_sourc... EVIDENCE (the I-numbers in the video's evidence map; every figure is company-reported unless marked; links opened 25 Oct 2026) Vercel blog, "What we learned building agents at Vercel" (Ubl and Dodds), 6 Nov 2025: I1, I2, I3, I7. https://vercel.com/blog/what-we-learn... Lenny's Podcast, interview with Vercel's chief operating officer Jeanne DeWitt Grosser, published 30 Nov 2025 (community transcript; recording    • What world-class GTM looks like in 2026 | ...  ): I12, I13, I14, I15, I17, I23, I31. https://raw.githubusercontent.com/Cha... Tom Tunguz, "Vercel's AI Sales Agent: 10 SDRs Down to 1 in Six Weeks", 30 Nov 2025 (relays the interview): I12, I13, I14, I23. https://tomtunguz.com/vercel-ai-sales... Tom Tunguz, "How to Automate Inbound", 6 Oct 2026: I14, I19, I21, I22, I27. https://tomtunguz.com/how-to-automate... SaaStr (Lemkin), "Vercel Took a 10-Person SDR Team Down to 1...", 2 Jul 2026: I14, I26, I29. https://www.saastr.com/vercel-took-a-... Drew Bredvick (the Vercel engineer who built the agent), "Building Vercel's First GTM Agent", 23 Jan 2026, his own estimates, label VERCEL ENGINEER'S ESTIMATE: I6, I8, I18, I28. https://drew.tech/posts/building-verc... PUBLIC-RECORD CHECK (label: not disclosed by Vercel; I4, I9, I10, I11, I16, I20, I25, I30, I35). Nine public sources, 6 Nov 2025 to 6 Oct 2026, checked 25 Oct 2026: no before-and-after conversion rate, response time after the agent, leads handled, cost per lead or independent confirmation was found. The nine: the six sources above, plus Tunguz, "When Inbound Sells Itself", 15 Sep 2026 https://tomtunguz.com/single-digit-th... ; SaaStr AI Annual 2026 session page https://www.saastrannual2026.com/sess... ; Taskade summary of the Bredvick post https://www.taskade.com/wiki/ai-agent... MY ESTIMATE, not a Vercel figure (I32, I33, I34): nine sales development reps cost about $465,000 to $495,000 a year in base pay, or $720,000 at on-target earnings; labour freed for outbound, not a saving. Benchmarks: Payscale, average base $51,677, updated 29 May 2026 https://www.payscale.com/research/US/... ; Bridge Group, "SDR Models, Motions & Metrics: 2025 Research Report", 6 Feb 2025, median base $55K, on-target $80K https://www.bridgegroupinc.com/resear... Evidence as of 25 Oct 2026. Not investment advice. I hold no position in Vercel. Independent analysis; not affiliated with Vercel. #BusinessStrategy #StrategyAsCode #DigitalTransformation