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VentureBeat ML · 2026/7/28 13:00:00

Snowflake launches Cortex AI Gateway to control AI agents and prevent runaway enterprise costs
AI 中文解读
Snowflake推出AI网关,让企业既能用上强大的AI助手,又不怕数据泄露和成本失控。简单来说,Cortex AI Gateway就像给AI代理装了一个“智能交通指挥员”——以前企业想让AI帮忙查数据、写代码,只能直接把钥匙(账号密码)给它,风险极大;现在所有AI代理包括竞争对手的产品都必须通过这个统一网关,每一步操作都要经过身份、权限的实时核验,就像刷脸进办公楼,只能去允许的区域。Snowflake还拉来一群原本互相竞争的网络安全公司一起办公,目标就是让AI代理在安全框架下自由协作。对普通人来说,这项技术意味着未来你用AI客服、AI写作工具时,背后企业的数据保护会更严密——你的订单信息不会因为AI乱取数据而泄露,企业也不用担心被AI的访问权限“坑”到多花冤枉钱。AI的实用性和安全性终于能并存了。
Snowflake announced Cortex AI Gateway on Tuesday, a centralized control layer designed to govern how AI agents — including those built by competitors like Anthropic's Claude Code and Cursor — access enterprise data, tools, and models. Alongside the gateway, the company unveiled a first wave of security integrations with 1Password, Aembit, Linx Security, SailPoint, and Saviynt, an unusual lineup of identity vendors who often compete with one another, now aligned around a shared trust model for autonomous agents.The announcement, made from the company's no-headquarters base in Bozeman, Montana, is Snowflake's most aggressive move yet to position itself not merely as the place where enterprise data lives, but as the control plane that decides what AI agents are allowed to do with it."The next era of AI won't be built through more walled gardens. It will be built through secure agent interoperability," Mayank Upadhyay, Snowflake's chief security and trust officer, told VentureBeat in an exclusive interview. "If every vendor builds a closed ecosystem of agents, enterprises simply recreate the fragmentation they've spent years trying to solve. Instead of breaking down silos, they create a new generation of AI silos that limit innovation and make it harder to scale AI across the business."Why decades-old enterprise security models break when AI agents become the actorsThe core argument animating today’s announcement is that decades of enterprise security architecture rests on an assumption that no longer holds — that the actor behind every access request is a person."Traditional security was built for a world where humans were the actors. AI agents change that completely. For decades, security models assumed people would access one application at a time, operating at human speed and within relatively defined boundaries," Upadhyay said. The deeper issue, he argued, is not novelty but exposure: "The challenge isn't that AI creates entirely new security problems. It's that AI exposes the blind spots we've always had."Organizations have never had perfect visibility into every API, dataset, and workflow, Upadhyay noted, and at human speed those gaps were manageable. Agents operating at machine speed can "combine access across systems and act on permissions that were never intended to be exercised together, amplifying those longstanding risks." His conclusion: "In the agentic era, trust can't be a one-time decision made at login. It has to be continuously verified through every agent, every action, and every interaction across the enterprise."Nancy Wang, chief technology officer of 1Password, described the failure mode in more visceral terms. When agents first arrived, she told VentureBeat, the default pattern was dangerously simple: "Let me just give the agent my credentials and it can just act as me... let's imagine you're the head of security or the head of IT, and you have access, especially admin access, to all of the systems. Well, now suddenly your agent now has admin access to all of the systems, and so it could exfil data... if it's subject to a prompt injection, for example."The audit trail becomes equally useless, she added: "Imagine the audit logs show that Michael sent a couple million dollars to an offshore account... It raises eyebrows when, in fact, it could just be an agent going off the rails and doing things that you never authorized." Her prescription, and the premise of 1Password's integration with Snowflake, is blunt: "Agents need their own identity."Inside Cortex AI Gateway: how Snowflake plans to govern agent access and rein in runaway AI costsCortex AI Gateway, which will enter public preview soon, functions as a connective layer for what Snowflake calls "all trusted agent activity." It governs both first-party agents built inside Snowflake, such as Snowflake CoWork and CoCo, and third-party agents built on external platforms. With support for mo
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