24 Hours Inside a $47M YC AI-native Insurance Startup

章节 1：走进AI原生保险创业公司

📝 本节摘要：

本章介绍Harper这家AI原生商业保险初创公司，说明其利用人工智能将传统保险经纪业务提速至一两天，并覆盖160多家保险承运商。公司已完成4500万美元种子轮与A轮融资，创始团队正努力掌控销售漏斗、扩大后端能力，并摆脱对创始人的依赖。

[原文] [Dakotah Rice]: Kind of scares me. I don't want to become the bottleneck of this company, that I'm just constantly figuring out what everything is. Well, that's not a good way to run a company. We can't ever make a billion dollars like that. That's never going to happen.

[译文] [Dakotah Rice]: 这有点让我害怕。我不想成为公司的瓶颈，什么事情都要靠我不断地摸索和弄清楚。这样经营公司可不行。照这样下去，我们永远不可能做到十亿美元规模，这绝对不会发生。

[原文] [Will Phillips]: For years, the obvious way to build an AI was to sell tools to an industry. But the best founders have evolved past that. They're using AI to become the business itself, and taking the revenue that used to belong to the incumbents. The startup I'm visiting today is doing this in one of the oldest industries there is.

[译文] [Will Phillips]: 多年来，打造人工智能最显而易见的方式，就是向某个行业销售工具。但最优秀的创始人已经超越了这种思路。他们利用AI直接成为业务本身，拿走原本属于行业巨头的收入。我今天要探访的这家初创公司，正在一个历史最悠久的行业之一践行这一模式。

[原文] [Dakotah Rice]: We have to be fully in control of the funnel. What's happening is that the funnel is in control of us. And there's a lot of smart people here, so we can take control of the funnel. Until that thing gets out to market, or until somebody bought it, it's in our purview. I don't love the outcome. I'll be honest with you. I have to make this company exist beyond me.

[译文] [Dakotah Rice]: 我们必须完全掌控销售漏斗。现在的情况却是，销售漏斗反过来控制了我们。这里有很多聪明人，所以我们有能力掌控漏斗。在产品推向市场、或者有人买下它之前，这些事情都属于我们的职责范围。说实话，我不喜欢现在的结果。我必须让这家公司脱离我个人也能运转下去。

[原文] [Will Phillips]: Today, I'm going behind the scenes

[译文] [Will Phillips]: 今天，我要深入幕后

[原文] [Will Phillips]: with Harper, an AI-native commercial insurance startup in Silicon Valley. A traditional broker takes weeks to source quotes and find a business the best price on insurance cover. Harper uses AI to do it in as little as a day or two, across more than 160 carriers.

[译文] [Will Phillips]: 探访位于硅谷的AI原生商业保险初创公司Harper。传统保险经纪人通常需要数周时间寻找报价，为企业找到价格最优的保险方案。Harper利用AI，最快只需一两天，就能从160多家保险承运商中完成这件事。

[原文] [Dakotah Rice]: A week is too long, I would say. A day is good.

[译文] [Dakotah Rice]: 我觉得一周太久了。一天就很好。

[原文] [Will Phillips]: They came through Y Combinator's Winter 2025 batch and raised $47 million in a combined seed and Series A, led by Emergence Capital.

[译文] [Will Phillips]: 他们入选了Y Combinator 2025冬季批次，并完成了总额4700万美元的种子轮和A轮融资，由Emergence Capital领投。

[原文] [Dakotah Rice]: Almost think of it as like when you boil water, at some point the water starts spilling over. That's us every day.

[译文] [Dakotah Rice]: 你可以把它想象成烧水：水烧到某个程度，就会开始沸腾溢出。我们每天都是这种状态。

[原文] [Will Phillips]: Insurance is a demand-capture business. Literally, every business in the country needs it. So demand was never the problem. The real question lies in understanding whether they can build the back end fast enough to capture it at venture scale. So you may notice that it is super, super early in the morning. It's not nighttime. This is morning light right here. And the reason we're up so early is because we're going behind the scenes with a company with a work ethic that we have not seen on this channel yet. We're going behind the scenes with Harper, an AI-native insurance startup based here in San Francisco. They've raised $47 million combined in seed and Series A, and these guys are on a completely different level. When I was on a call with them, you know, I was going to come in at about 8:00 a.m. That's usually when I

[译文] [Will Phillips]: 保险本质上是一门捕捉需求的生意。实际上，全国每一家企业都需要保险。所以，需求从来都不是问题。真正的问题在于，他们能否足够快地搭建后端，以创业公司的规模承接这些需求。你可能已经注意到，现在还是清晨，非常非常早。不是晚上，这里是早晨的光线。我们之所以这么早起床，是因为今天要深入探访一家拥有我们这个频道迄今未见过的工作强度的公司。我们要探访的是Harper，一家总部位于旧金山的AI原生保险初创公司。他们已经完成了总额4700万美元的种子轮和A轮融资，而这些人的水平完全不在一个层级上。我之前和他们通电话时，本来打算早上八点左右过来。通常这个时间我