Kavak靠AI代理包办95%业务，卖车、贷款、培训全自动，转化翻倍利润还涨，看他们怎么玩转的。
墨西哥二手车平台Kavak三年前开始部署AI代理，如今约95%的客户交互和交易由AI端到端完成。其NPS提升至原来的三倍，销售转化率翻倍，保修成本下降26%，汽车贷款审批缩短至3分钟内。Kavak的AI代理在销售中实现了2.1倍转化，并在一个试点城市六周内将利润提升1.5倍。首席产品与AI官Alejandro Maza在a16z的访谈中拆解了这套自主运营体系。
AI agents at Kavak sell the cars, underwrite the loans, coach the mechanics, and in one Mexican city...
AI agents at Kavak sell the cars, underwrite the loans, coach the mechanics, and in one Mexican city, run the entire operation. The Latin American used-car marketplace bet on agents three years ago. Today ~95% of interactions and transactions run end-to-end on AI: NPS tripled, sales conversion doubled, warranties down 26%, car loans approved in less than three minutes. CPO & AI Officer Alejandro Maza joins a16z's Angela Strange and Gabriel Vasquez on how they pulled it off, why adoption without redesign fails, and why they deleted two years of working architecture to start over. 00:00 Intro 01:03 ML before transformers 02:23 Kavak's agent-per-customer architecture 04:59 Three bets: redesign the company, build superhuman agents, change the metrics 10:49 Agents with 2.1x conversion 14:23 Car loans approved in minutes 16:13 1.5x profits in a real city in six weeks 20:13 "Jedi Academy": training mechanics to ship agents 28:44 Destroying two years of work 32:52 Ford's factory: why adoption isn't enough 34:45 Advice for founders @alehandromz @astrange @GEVS94 Your browser does not support the video tag. 🔗 View on Twitter 💬 2 🔄 3 ❤️ 22 👀 3423 📊 6 ⚡