As AI shifts from deterministic models to probabilistic GenAI, production systems remain indispensable for use cases requiring traceable, rule-driven reasoning. They offer clarity in decision-making, handle exceptions with precision, and maintain full transparency—key for compliance-heavy sectors like finance, healthcare, and aerospace.