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...