In modern industrial facilities, a familiar scenario unfolds: one team selects robotics, another acquires software platforms, and a third is tasked with bridging the divide. Months later, initiatives stall—not from technical deficiencies, but from the absence of unified systems architecture. Successful deployments demand a fundamental shift toward cohesive design from day one.