According to a recent LinkedIn post from SandboxAQ, the company is drawing attention to an opinion piece by its Head of Cybersecurity, Marc Manzano, published in CIO Online. The article, as described in the post, discusses a shift from “shadow AI” to “shadow operations,” where autonomous agents move beyond data handling to making decisions and executing actions with tangible operational consequences.
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The LinkedIn post highlights concerns that many organizations have deployed AI across business units, including managed services and custom-built agents, without clear visibility into where these agents operate or what they are permitted to access. The post characterizes this visibility gap as a current and material issue rather than a theoretical risk, suggesting that security leaders may be underestimating the operational exposure created by poorly governed AI deployments.
For investors, the post suggests SandboxAQ is positioning itself as a thought leader at the intersection of AI deployment and cybersecurity governance, an area likely to see increasing enterprise spend as AI adoption accelerates. This emphasis on the risks of “shadow operations” could support demand for solutions that improve observability, policy enforcement, and control over AI agents, potentially expanding the company’s addressable market and reinforcing its relevance to security-conscious enterprise customers.