Israeli startup Euno has successfully secured $23 million in a Series A funding round, led by N47, with contributions from existing investor 10D and several notable tech visionaries. This includes Yinon Costica, co-founder of Wiz; Yotam Segev, Cyera's co-founder and CEO; Ofir Ehrlich, Eon’s co-founder and CEO; Rotem Weiss, founder of Tavily; and Mark Nelson, the former CEO and president of Tableau.
With this latest investment, Euno has now raised a total of $29 million. The company is addressing a critical challenge faced by businesses integrating AI—providing agents with sufficient organizational context to discern reliable information, understand its usage, and recognize permissible actions.
Euno is focused on creating a platform that equips AI agents with insights into a company's internal knowledge and data management practices. They describe their innovative technology as an “AI-native context brain” that perpetually learns how organizations create, utilize, and govern their data. This capability enables businesses to deliver the precise context that AI agents need for trustworthy action.
Currently, Euno has a team of nearly 30 employees operating in both Israel and the U.S., including a dedicated research unit specializing in organizational context. The company aims to double its workforce by the end of the year, channeling most of the new investment towards sales, marketing, and AI research.
Founded in 2023 by CEO Sarah Levy and CTO Eyal Firstenberg—both alumni of Talpiot, an elite Israeli military technology program—the company possesses significant technological acumen. Levy holds a master’s degree in physics from the Weizmann Institute of Science, previously serving as CTO at Sight Diagnostics, which focuses on AI-driven blood analysis, and has held senior tech roles in the IDF’s Unit 81. Firstenberg, who was a former section head in Unit 8200, also held the position of VP of R&D at LightCyber before its acquisition by Palo Alto Networks.
Initially, Euno set out to create its platform at a time when companies were just beginning to explore AI applications. As their focus shifted towards the necessity for AI agents to access organizational knowledge—knowledge that human employees typically absorb intuitively—they recognized that organizations aim to harness AI’s potential effectively. As Levy noted, “Every organization wants to be AI. Today the agents are very intelligent, but they struggle to determine which data is trustworthy and relevant when integrated into an organization.”
Euno emphasizes that enterprise data systems were mainly constructed with human users in mind. Traditionally, businesses have relied on data catalogs, manual semantic layers, and governance rules to aid employee comprehension and usage of information. However, AI agents operate across various platforms at an accelerated pace, becoming increasingly autonomous in their functions.
The company's platform intends to supplant much of the traditional human-generated context with a dynamic system that comprehensively understands data flow within organizations, including its meaning and utilization.
Central to Euno's strategy is the research aimed at deriving institutional knowledge from operational indicators, rather than solely relying on manual documentation. They have discovered that the crucial insights needed to identify trustworthy data often stem from patterns within ever-evolving metadata graphs.
Euno leverages these patterns to reconstruct organizational knowledge and utilizes feedback from AI agents’ interaction with this context to enhance their understanding continuously. The aim is to enable companies to transition AI projects from pilot stages to full production in weeks, rather than enduring months or even years to make their data “AI-ready.”
Moreover, the system incorporates governance within its contextual framework, determining the specific information that an individual agent can access based on its tasks and roles while maintaining organizational boundaries during operations.
Levy states, “We build a brain that connects to the models, explaining what they can and cannot do, and where confidential information resides. We implement policies to empower businesses.”
Euno is already collaborating with Fortune 500 companies across various sectors, including market intelligence platform AlphaSense and telecommunications leader Zayo Group.
