The CISO’s Nightmare: Probabilistic Brains with Deterministic API Keys. 🧠⚙️
We are in the middle of a rush to deploy AI "agents" in the enterprise. But a fundamental flaw is emerging. Engineering teams are taking probabilistic reasoning engines (LLMs)—systems that by definition guess and hallucinate—and giving them direct, uncontrolled access to deterministic business systems like Salesforce, SAP, and production databases. This isn't innovation. It's an unmanageable liability. As Stackmint CEO Florian Boymond writes in our latest blog post, "The first step to successful AI governance is separating Intelligence from Execution." To safely scale AI, you must decouple the domain that "thinks" from the substrate that "does." You need a governed control plane between the LLM and your data—acting as a circuit breaker that enforces policy, budget, and compliance before an action occurs. Observe later. Govern now. Read the full architectural teardown here. #AIGovernance #EnterpriseAI #LLM #InfraSecurity #ShadowIT #Stackmint
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