The Vertical Pivot: Nous Research's $1.5B Valuation and the Rise of Enterprise Agents
AI-generated image · Bay Street Wire
A $90 million Series B suggests investors are moving past general-purpose LLMs toward specialized, multi-step workflow agents for the corporate sector.
The recent funding activity surrounding Nous Research suggests a recalibration of investor appetite within the artificial intelligence sector. By securing a $1.5 billion valuation, the startup is signaling a transition away from the broad utility of general-purpose large language models (LLMs) toward the specific, high-value application of vertical AI agents.
As TechCrunch first reported, Nous Research raised a $90 million Series B round led by Robot Ventures. The round saw participation from a diverse group of backers, including Nvidia, Samsung, Union Square Ventures, Menlo Ventures, and 1789 Capital, a firm where Donald Trump Jr. serves as a partner. This latest injection of capital brings the total funding for the three-year-old company to $158 million.
From a deals perspective, the valuation is underpinned by the massive adoption of the company's open-source Hermes agent. TechCrunch reports that the agent has been cloned over 24 million times; according to startup estimates, it now accounts for roughly 2.5% of all global AI token usage. While this developer-led growth provided the initial proof of concept, the strategic pivot is now aimed squarely at the enterprise.
Nous Research is utilizing the new capital to launch "Hermes for Businesses." This initiative allows corporate clients to deploy customized AI agents capable of managing multi-step workflows while ensuring data privacy and security. This move reflects a broader market trend: the shift from "chatbots" to "agents" that can execute complex tasks autonomously within a business framework.
Opinion: The financial trajectory of Nous Research indicates that the market is beginning to price in the actual utility of AI rather than just the raw capability of the models. The move toward vertical, task-oriented agents is where the scalable revenue resides.
Evidence of this commercial viability is appearing in the company's top-line growth. The Wall Street Journal reported that Nous Research had reached approximately $36 million in annualized revenue by mid-September 2026. The company expects to exceed $100 million in revenue before the end of 2026, a growth target that justifies the aggressive valuation in a crowded AI landscape.