A leading multi-plant manufacturing organization operating across diverse product lines and geographies, with complex production environments and varying levels of digital maturity. The company relies heavily on operational efficiency, asset utilization, and production consistency to remain competitive. As the business scaled, the need for integrated, real-time visibility and data-driven decision-making became critical to drive performance and growth.