内容来源：https://techcrunch.com/2025/12/19/ex-splunk-execs-startup-resolve-ai-hits-1-billion-valuation-with-series-a/

内容总结：

近日，人工智能初创企业Resolve AI成功完成由光速创投领投的A轮融资。据知情人士透露，该公司本轮融资的公开估值为10亿美元，但由于采用多轮次融资结构，实际混合估值低于此数值。这种新兴投资模式近期在热门AI初创企业中颇受青睐。

Resolve AI成立于两年前，专注于开发自主站点可靠性工程师工具，旨在通过人工智能实时自动识别、诊断并解决软件系统故障，从而替代传统人工运维。公司联合创始人Spiros Xanthos与Mayank Agarwal均来自知名数据平台Splunk，两人拥有长达二十年的合作经历，此前曾共同创立后被Splunk收购的Omnition。

随着企业软件系统日益复杂化，运维人才短缺问题凸显。Resolve AI的自动化解决方案可帮助降低系统停机时间、节约运营成本，使工程团队能更专注于新产品开发。目前该公司年度经常性收入约400万美元，去年十月曾获得由Greylock领投的3500万美元种子轮融资，谷歌DeepMind科学家杰夫·迪恩等知名人士参与投资。

该领域竞争正在升温。同类AI运维初创企业Traversal近期亦获得由凯鹏华盈领投的4800万美元A轮融资，红杉资本等机构参与。

中文翻译：

据三位知情人士透露，开发自动化站点可靠性工程师（SRE）工具的初创公司Resolve AI已完成由光速创投领投的A轮融资。该工具可自动维护软件系统。

知情人士称，本轮融资的公开估值为10亿美元。但由于采用多轮次融资结构，公司实际混合估值低于此数值——投资者以10亿美元估值购入部分股权，其余部分（可能占本轮融资较大比例）则以较低价格获得。投资界人士指出，这种新颖的投资方式近期在炙手可热的人工智能初创公司中颇为流行。

其中两位知情人士透露，该公司年度经常性收入约为400万美元，具体融资规模暂未披露。Resolve AI与光速创投均未回应置评请求。

这家成立不足两年的公司由前Splunk高管斯皮罗斯·赞索斯与Splunk前可观测性首席架构师马扬克·阿加瓦尔共同领导。两人的合作渊源可追溯至20年前在伊利诺伊大学厄巴纳-香槟分校攻读研究生时期。此前他们曾联合创立初创公司Omnition，该公司于2019年被Splunk收购。

传统人工SRE需手动排查解决系统故障，而Resolve AI通过实时自动识别、诊断并解决生产问题实现全流程自动化。随着软件系统日益复杂且分散于云端基础设施，企业普遍面临熟练SRE人才紧缺的困境。自动化运维能有效减少停机时间、降低运营成本，使工程团队得以专注于开发新功能，而非疲于应对生产事故。

去年10月，Resolve AI曾完成由Greylock领投的3500万美元种子轮融资，世界实验室创始人李飞飞与谷歌DeepMind科学家杰夫·迪恩参与投资。其竞争对手Traversal同为AI SRE初创公司，近期刚完成由凯鹏华盈领投、红杉资本跟投的4800万美元A轮融资。

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英文来源：

Resolve AI, a startup developing an autonomous site reliability engineer (SRE), a tool that automatically maintains software systems, has raised a Series A led by Lightspeed Venture Partners, according to three people familiar with the deal.
The headline valuation for the fresh round is $1 billion, sources said. However, the company’s actual blended valuation was lower because of a multi-tranched structure. In this setup, investors purchased some equity at a $1 billion valuation but acquired the remainder — likely a larger percentage of the round — at a lower price. This novel investment approach has recently become popular for the most sought-after AI startups, investors say.
The startup’s annual recurring revenue (ARR) is approximately $4 million, two of the people said. The size of the funding round couldn’t be learned.
Resolve AI and Lightspeed didn’t respond to our request for comment.
Founded less than two years ago, the startup is led by former Splunk executive Spiros Xanthos and Mayank Agarwal, Splunk’s former chief architect for observability. The duo’s partnership dates back 20 years to their graduate studies at the University of Illinois Urbana-Champaign. This isn’t their first collaboration; they previously co-founded Omnition, a startup that was acquired by Splunk in 2019.
While human SREs are traditionally responsible for manually troubleshooting and resolving system failures, Resolve AI automates this process by autonomously identifying, diagnosing, and resolving production issues in real time.
The automation addresses a growing challenge for companies. As software systems become more complex and distributed across cloud infrastructure, outfits often struggle to find and retain enough skilled SREs to keep systems running smoothly. Automating these tasks can reduce downtime, lower operational costs, and free up engineering teams to focus on building new features rather than trying to constantly stomp out production issues.
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Join the Disrupt 2026 Waitlist
Add yourself to the Disrupt 2026 waitlist to be first in line when Early Bird tickets drop. Past Disrupts have brought Google Cloud, Netflix, Microsoft, Box, Phia, a16z, ElevenLabs, Wayve, Hugging Face, Elad Gil, and Vinod Khosla to the stages — part of 250+ industry leaders driving 200+ sessions built to fuel your growth and sharpen your edge. Plus, meet the hundreds of startups innovating across every sector.
Last October, Resolve AI raised a $35 million seed round led by Greylock with participation from World Labs founder Fei-Fei Li and Google DeepMind scientist Jeff Dean.
Resolve AI competes with Traversal, an AI SRE startup that raised a $48 million Series A led by Kleiner Perkins, with participation from Sequoia.