How Do You Put a "Leash" on AI So It Follows Business Rules?

How do you make sure an AI doesn't go off the rails and invent formulas or procedures in a strict field like pharma? The secret lies in constraints. If you organize your data rigorously — by department, active substance, and clear workflows — AI agents will only ever operate within that structure. They won't invent anything from scratch or hallucinate on the first query. We also cover how to prevent drift in Machine Learning by constantly updating datasets to guarantee accurate predictions long-term.