Manufacturing facilities often rely on proprietary PLCs and automation systems from multiple vendors. This results in vendor lock-in, where manufacturers are dependent on specific vendors for upgrades, maintenance, and expansion. Such dependency can lead to high costs, limited flexibility, and challenges in integrating systems from different vendors. Additionally, the use of different systems across facilities creates fragmentation, making it difficult to standardize operations and achieve uniform quality control.

As manufacturing processes evolve, the need to upgrade or expand automation systems becomes inevitable. However, traditional PLCs and control systems often require significant investments in new hardware, software, and engineering resources. These upgrades can be time-consuming, disruptive to production, and expensive, particularly when dealing with legacy systems that may not easily integrate with modern technologies.

Maximizing uptime and minimizing downtime are critical in manufacturing, where even minor disruptions can lead to significant losses. Traditional PLCs may not offer the advanced diagnostic, predictive maintenance, and real-time monitoring capabilities needed to prevent downtime. Additionally, the lack of integration between different systems can lead to inefficiencies, as data is often siloed and not easily accessible for decision-making.

Manufacturers with multiple facilities across different regions face the challenge of scaling operations while maintaining consistent standards. Traditional PLCs may require customized programming for each facility, making it difficult to standardize automation processes globally. This lack of standardization can lead to variations in product quality, inefficiencies in supply chain management, and challenges in meeting regulatory requirements.