Modern enterprises operate within complex digital ecosystems composed of numerous systems, platforms, and technologies. Organizations rely on enterprise resource planning systems, customer relationship management platforms, cloud infrastructure services, and a wide array of specialized applications to support their operations. While these systems serve critical functions, they are typically designed as systems of record that manage authoritative business data.