Most AI automation tutorials show you how to connect an LLM to a database and call it a day. That works fine for a prototype, but in production—especially for finance or enterprise workflows—relying solely on probabilistic AI model behavior is a massive liability.
AI models predict tokens. They don't natively understand your business logic or enforce compliance. If you're building serious infrastructure, your LLM needs to live inside a deterministic control system.
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