Most organizations running critical operations on legacy infrastructure face the same fundamental tension: the systems are stable, deeply embedded, and expensive to replace - but they weren't built for the integration demands of modern AI , cloud services, or real-time data pipelines. Replacing them outright carries substantial risk and cost. But leaving them untouched means falling further behind on automation, intelligence, and operational efficiency. The practical path for