Fortune | FORTUNE 10月08日 23:32
Corti:经历三次“死亡”的医疗AI公司如何回归初心
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Corti公司在医疗AI领域取得了显著成就,其基础设施每年支持近一亿次患者互动。然而,在其发展过程中,公司经历了三次关键的“死亡”时刻,这些时刻考验了团队的信念并促使他们更加聚焦。从最初追逐实时AI的 Hyvi 研究团队,到因创始人分歧而重塑为专注于临床级AI的 Corti,再到疫情期间为适应市场需求而转向应用开发,最后又回归其核心基础设施业务。这些经历证明了Corti的AI技术在严峻挑战下的可靠性,并最终使其在2023年成功获得6000万美元的B轮融资。公司认识到其真正的优势在于底层技术,而非应用产品,并在此基础上调整战略,专注于构建医疗AI的基础设施,最终赢得了与大型科技公司的竞争。

💡 核心信念的坚持:Corti公司在发展历程中经历了三次重大的“死亡”挑战,包括创始人分歧、市场变化以及战略调整。尽管面临诱人的退出机会和疫情期间的业务重心转移,公司始终坚守其构建医疗AI基础设施的核心信念,最终回归并巩固了其在这一领域的优势。

🚀 资本并非终点,而是助力:获得融资并非公司发展的终点,而是为实现更长远目标提供动力的燃料。Corti在获得6000万美元B轮融资后,更加明确了其战略方向,并利用资本的力量来巩固其在医疗AI基础设施领域的领先地位,而非被资本束缚。

🔄 拥抱变化与回归初心:Corti在疫情期间为适应市场需求而开发的应用程序业务,虽然带来了收入和增长,但也使其偏离了核心定位。通过与大型健康科技公司的合作以及市场反馈,Corti果断地剥离了应用业务,回归到其最擅长的基础设施建设,证明了灵活应变和坚守初心相结合的重要性。

🛠️ 构建医疗AI的基石:Corti的最终目标是为医疗AI构建安全、可适应的基础设施,而非仅仅提供应用层面的解决方案。通过专注于底层技术,如专有的医疗语言模型、编排和流式架构,Corti致力于成为医疗AI领域不可或缺的“轨道”提供者,服务于数千种真实的医疗工作流程。

Today, Corti’s healthcare AI infrastructure supports nearly 100 million patient interactions each year across Europe and the U.S. On the decade-long road to get here, our company, Corti, faced three pivotal “deaths” that tested conviction and sharpened focus. Founders know these moments: aligning teams, testing assumptions, managing expectations after raising capital.

The first was in 2017. Corti was a seed inside Hyvi, a research team chasing what seemed impossible: streaming AI in real time, fast and accurate enough to augment professionals during live conversations. From the beginning, healthcare was the hardest, most meaningful test, where reliability meant life or death.

The challenge grew when the founding team split over the company’s future. After a surreal visit to what felt like Willy Wonka’s chocolate factory in Menlo Park and deciding it was wrong to sell to a big-tech player, two founders stepped away while Lars (Maaløe) and I doubled down on healthcare. By 2018, Hyvi had become Corti, focused on clinical-grade, low-latency AI. Many have faced the same trial: take the exit in front of you or commit to a harder path. The first big choice is rarely about technology; it is about conviction.

Years of research followed. By 2020, real-time AI could predict and understand medical conversations with precision. We were ready to bring our API to the world.

Then COVID hit. Healthcare was asking for apps, not APIs. We adapted. We launched triaging tools, clinical co-pilots, and AI scribes. Those apps helped clinicians under pressure and drove revenue. At one point, 80% of our team was servicing deployments rather than compounding infrastructure strengths. Growth was strong but was pulling us into a category we never meant to lead.

Clarity came as partners kept asking: Why are your apps so accurate? The answer was not the apps. It was the infrastructure beneath them: proprietary healthcare language models, orchestration, streaming architecture.

By 2023, that recognition shaped our fundraising. We closed an impressive $60 million Series B; investors backed us on the strength of the apps business we had built during COVID but also trusted that the infrastructure powering those apps was our real edge. The capital made us stronger but also brought gravity. Every contract carried serious promises, and we had to sharpen alignment around what we truly were.

Soon after, the market made that alignment unavoidable. Some of the world’s largest healthtech companies told us they did not want applications at all. They wanted the foundation. One of those conversations became months of negotiation with a top three healthtech company, and earlier this year it became public: they chose Corti infrastructure over Microsoft, OpenAI, and Anthropic.

That was the moment of inevitability. Corti had not been born to chase apps. From Hyvi to Corti, our DNA had always been infrastructure. The detour into applications was not wasted; it proved our technology under the hardest conditions. The path forward was clear.

Competing with the world’s largest infrastructure companies meant radical alignment. We had dozens of app customers and a handful of very different infrastructure deals. The shift was painful: unwinding legacy agreements, leaving behind recurring revenue, resetting expectations. We rebuilt parts of the stack, developed sovereign deployment options, and reoriented go-to-market toward healthtech builders. It was not glamorous, but necessary to build something that lasts.

And it worked. In the last several weeks, 60% of Corti developers used our API for the first time — a surge reshaping how we think about developer experience, support, and what is possible when customers move this fast.

Looking back, we “died” three times but were reborn stronger. The lessons travel beyond healthcare: first, raising money is not the destination; it is fuel. Second, capital should amplify alignment; without it, you drift. Third, the hardest move is not turning down an investment; it is holding your core belief after you have taken it.

If there is one message, it is this: do not fear pivoting after raising capital. The check is not the finish line. It is the beginning of harder choices.

Today, Corti stands where it was always meant to: building the rails for medical AI. Healthcare does not need another scribe bolted onto a generic model. It needs infrastructure that is safe, adaptable, and built for the thousands of workflows that make up real medicine.

Returning to our roots was the continuation of what we always wanted to build. From Hyvi to Corti, the mission has been the same. Healthcare is too important for shortcuts. The strongest future does not just arrive. It pulls you back to it.

The opinions expressed in Fortune.com commentary pieces are solely the views of their authors and do not necessarily reflect the opinions and beliefs of Fortune.

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Corti 医疗AI AI基础设施 创业 技术转型 Healthcare AI AI Infrastructure Startup Tech Pivot
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