进化操作系统公司（Evos）是一家致力于为实体经济打造自主运营系统的企业。近日该公司正式对外亮相，并宣布已获得900万美元的种子前轮融资。
Evolutionary Operating System, Inc. (Evos), the company building autonomous operators for the physical economy, came out of stealth, announcing $9M in pre-seed funding.
此次融资由Uncork Capital与Field Ventures共同牵头，Crosslink Capital、Utopia Capital Management、Sandwith Ventures以及多位天使投资人也纷纷参与投资。
Uncork Capital and Field Ventures co-led the round. Crosslink Capital, Utopia Capital Management, Sandwith Ventures, and angel investors also participated.
Evos开发的运营系统能够向企业中最资深的员工学习工作技能，随后独立完成相应工作。这些系统还能无缝融入企业现有的业务体系之中。
Evos operators learn a job from a company’s most experienced people and then do the work themselves. They work inside the systems the business already uses.
所获资金将用于扩充团队规模，并将更多自主运营系统引入那些从事生产、物流及能源供应等行业的企业——这些正是软件技术渗透最为缓慢的领域：即各类实体产业中的中小型企业。
The funding will go toward growing the team and bringing operators to the businesses that make, move and power the economy. Those are the businesses that software has been slowest to reach: small and mid-sized companies in physical industries.
在实体经济中，中小型企业占据着绝对主导地位。美国99.3%的货运公司所拥有的卡车数量不足100辆；93%的制造企业员工人数也少于100人。
The know-how that walks out the door Small and mid-sized businesses are most of the physical economy. 99.3% of US motor carriers run fewer than 100 trucks. And 93% of US manufacturers have fewer than 100 employees.
这些企业各自有着独特的运作模式，而它们最宝贵的资产其实并未体现在资产负债表上——那就是那些历经数十年积累、却极少被记录下来的资深员工的经验与判断力。
Each runs its own way, and its most valuable asset isn’t on the balance sheet. It’s the judgment of its best people, built over decades and rarely written down.
如今，这些资深员工正以惊人的速度退休，而他们的经验也随之流失。
Those people are retiring faster than anyone can replace them. When they leave, the know-how walks out the door with them.
“在许多这类企业中，能力最强的工作者往往是那些在企业工作了20年的老员工，而他们所掌握的技能却从未被记录下来，”Evos创始人兼首席执行官乌拉夫·沙阿说道，“Evos的运营系统会向这些员工学习工作方法，加以优化后验证其效果，确认能够达到同等水平才会独立承担工作。我们的目标就是让这些专业知识能够每天应用于各类工作中，助力这些企业达到世界级企业的运营水准。”
“The most capable system in many of these businesses is the person who has been there 20 years, and what they know has never been written down,” said Urav Shah, founder and CEO of Evos. “An Evos operator learns the job from these people, improves on it, and proves it can match them before it takes on any work by itself. Our goal is to put that expertise on every job, every day, so these businesses can run like the best in the world do.”How Evos operators work Evos is the Agentic Operations Platform for the businesses the tech industry hasn’t focused on. Companies use it to build autonomous operators that think, decide and act the way their best people do.
作为专为那些尚未受到科技行业重视的企业打造的自主运营平台，Evos可帮助企业构建出能够像其资深员工一样思考、决策并行动的自主运营系统。
These operators learn an organization’s processes and work inside the systems a business already uses. They carry out the work on their behalf.
这些操作员会学习组织的流程，并在企业已有的系统内部工作。他们代表企业完成工作。
Evos operators learn from behavior, not text: the decisions a team makes and the patterns behind them. An operator only takes on a function fully autonomously once its decisions consistently match its team’s.
Evos 操作员从行为而非文本中学习：团队的决策及其背后的模式。只有当操作员的决策始终与团队的决策保持一致时，它才会完全自主地承担起某项功能。
The Platform is fully self-serve. Work that would take a consultant or an implementation partner 9 to 18 months to deliver, an Evos operator takes on in 24 hours from discovery to deployment.
该平台实现全自助服务。原本顾问或实施合作伙伴需要 9 到 18 个月才能完成的工作，Evos 操作员能够在从发现到部署的 24 小时内完成。
Evos calls this the Trifecta. It means one hour with a company’s experts, a working operator the next day and measurable results within a month.
Evos 将此称为“三重奏”。这意味着与公司专家共度一小时，第二天就能拥有一个可运行的操作员，并在一个月内看到可衡量的成果。
And the business decides how far to take it. That ranges from a persong off on every step to the operator running entirely on its own.
企业自行决定推进的程度。这可以从在每一步都有人参与，到操作员完全自主运行。
A function, not a prompt Most AI tools need constant prompting: someone has to ask, review and act on every answer. An Evos operator is given a function, not a prompt, so the team manages outcomes instead of inputs.
功能而非提示 大多数 AI 工具需要持续提示：有人必须提出问题、审查并对每个答案采取行动。Evos 操作员被赋予一个功能，而非提示，因此团队管理的是结果而非输入。
One freight brokerage runs an Evos operator auditing every LTL carrier invoice against its TMS. In its first two months, it has made nearly 3,500 audit decisions at 97% accuracy.
一家货运经纪公司使用 Evos 操作员审计其 TMS 中每一张 LTL 承运商发票。在前两个月里，它已进行近 3,500 次审计决策，准确率达 97%。仅在过去五周内，它就已结算超过 60 万美元的发票金额。
In the last five weeks alone it has closed out more than $600,000 of invoice value.
“Evos帮助我们彻底变革了账单流程，无需前期投入，且速度令人印象深刻，以天和周计，”MyFreightWorld总裁Mike Chalfant表示。“它提高了我们的准确性，并大幅提升了效率，最终为我们的客户群带来了更好的体验。操作员的表现让我们充满信心和期待，将继续增加功能并探索新的可能性。将Evos加入我们的技术栈对公司来说是一件极好的事，我们期待继续深化合作伙伴关系。”
“Evos has helped us revolutionize our billing process with zero upfront investment, and also at an impressively fast speed measured in days and weeks,” said Mike Chalfant, president of MyFreightWorld. “It’s increased our accuracy and dramatically increased efficiency, which has ultimately led to a better experience for our customer base. The performance of the operator has given us confidence and excitement to continue to add to the functionality and explore new possibilities. Adding Evos to the stack has been a terrific thing for our Company, and we’re excited to continue to grow our partnership.”
投资人方面，“几十年来，卖给工业企业的软件帮助人们组织和追踪工作，但止步于不做实际工作，”Field Ventures合伙人Richard Kerby表示。“Evos改变了这一点。其自主操作员能学习企业运营背后的判断逻辑，在现有系统内工作，并对整个运营职能负责。Urav及其团队将这一愿景转化为可衡量的客户价值的速度令人惊叹，我们相信Evos能成为实体经济的运营层。”
The investors“For decades, software sold to industrial businesses has helped people organize and track work, but it has stopped short of doing the work,” said Richard Kerby, partner at Field Ventures. “Evos changes that. Its autonomous operators learn the judgment behind how a business runs, work within existing systems, and take ownership of entire operational functions. The speed at which Urav and his team have turned that vision into measurable customer value is exceptional, and we believe Evos can become the operating layer for the physical economy.”
“大多数软件帮助工业企业追踪工作，但Evos首次帮助他们真正把工作做完，”Uncork Capital普通合伙人Tripp Jones表示。“最让我印象深刻的是，团队能多么迅速地将Evos的自主操作员部署到业务核心环节，无需漫长的技术推广。这让强大的技术触手可及，惠及软件长期忽视的企业。Urav是我合作过的最令人印象深刻的创始人之一，我们很高兴能支持他。”未来几周，Evos将正式推出其平台：Workhorse，面向实体行业的劳动力。
“Most software helps industrial businesses keep track of their work, but for the first time, Evos is helping them get it done,” said Tripp Jones, general partner at Uncork Capital. “What stood out to me immediately is how quickly teams are putting Evos’s autonomous operators to work on core parts of their business without a long technology roll out. That puts powerful technology within reach of businesses that software has long overlooked. Urav is one of the most impressive founders I’ve worked with, and we’re thrilled to back him.”In the coming weeks Evos will formally launch its Platform: Workhorse, the workforce for physical industries.
关于Evos Evos是面向实体经济的智能体运营平台，将人类专业知识转化为自主工作。
About Evos Evos is the Agentic Operations Platform for the physical economy, turning human expertise into autonomous work.
其运营商学习团队中最优秀的人员如何在公司已使用的系统中进行决策和工作。他们完成工作，而不是将其标记给他人处理。
Its operators learn how a team’s best people make decisions and work inside the systems companies already use. They complete the work instead of flagging it for someone else.
Evos 成立于 2026 年，总部位于纽约，已获得 900 万美元的 Pre-Seed 轮融资。投资方包括 Uncork Capital、Field Ventures、Crosslink Capital、Utopia Capital Management 和 Sandwith Ventures，以及天使投资人。
Founded in 2026 and based in New York, Evos has raised $9M in pre-seed funding. The investors are Uncork Capital, Field Ventures, Crosslink Capital, Utopia Capital Management and Sandwith Ventures, and angel investors.
本文为投稿文章，非 TNW 新闻室制作，也不代表 TNW 的编辑立场。
Contributed article. Not produced by the TNW newsroom and does not reflect the editorial stance of TNW.