• 19 %

    Time saved in a particular production cycle

  • 12 %

    Improvement in operational efficiency

  • 14 %

    Decrease in product scrap

Published: 28. 11. 2023

The Challenge - Unveiling the Hidden Factory

In the realm of manufacturing, our client, a substantial manufacturing company with a global reach, grappled with the pervasive challenge of the hidden factory. This company, operating and selling its products in the EU and worldwide, recognized the imperative to stay competitive in a dynamic market and decided to embark on a comprehensive digital transformation journey. Within the intricate web of their operations, inefficiencies lurked beneath the surface, manifesting as prolonged lead times, increased production costs, and a decline in overall productivity. The decision to digitally transform stemmed from a strategic imperative to unearth and rectify these hidden inefficiencies.

As this large manufacturing entity navigated the complexities of its production processes, it became evident that a more streamlined and technologically advanced approach was necessary to unveil the hidden factory's intricacies. The challenge, therefore, lay not only in identifying these inefficiencies but also in developing a robust solution that could address them comprehensively. The decision to embrace digital transformation marked the first step toward not just overcoming the challenge at hand but positioning the company as a pioneer in the evolution towards more efficient and agile manufacturing practices.

The Solution - Precision through Process Definition and Data Connectivity

To dismantle the hidden factory, the organization undertook a transformative approach, starting with meticulous process definition and mapping. Every operational nuance, from raw material intake to product delivery, was scrutinized, creating a comprehensive blueprint. Simultaneously, the implementation leveraged the Unified Namespace (UNS) and MQTT architecture, forming the foundation for seamless data connectivity.

Real-time data gathering became a linchpin, facilitated by IoT sensors and connected machinery operating within the UNS framework. This architecture allowed the organization to connect, gather, and store data in a cohesive manner. Advanced analytics, powered by this continuous data stream, enabled the identification of bottlenecks and deviations from optimal processes. Predictive analytics, informed by the UNS architecture, offered a proactive stance in addressing potential issues.

This digital transformation also embraced collaborative platforms, enhancing communication and knowledge-sharing. The integration of an ERP system ensured the unification of processes into a transparent framework. This strategic emphasis on process clarity and data connectivity not only eradicated inefficiencies but positioned the organization as a beacon of precision and responsiveness in the manufacturing landscape. The UNS and MQTT architecture played a pivotal role, forming the backbone of a system that seamlessly connected, gathered, and leveraged real-time data to achieve unparalleled operational excellence.

The Benefits - Tangible and Intangible Gains

The digital transformation not only eradicated inefficiencies within the hidden factory but also ushered in a myriad of tangible and intangible benefits. Tangibly, the lead time was significantly reduced, resulting in a remarkable decrease in production costs. Intangible benefits included improved communication and collaboration, fostering a culture of innovation and continuous improvement. The newfound agility in adapting to market changes positioned the organization as an industry leader, enhancing its overall competitiveness.

The Results: Impact Metrics - Quantifying the Transformation

The impact of the implemented solution reverberated across key performance indicators, showcasing significant positive changes. Time saved in a particula production cycle amounted to an impressive 19%, fostering a more responsive and customer-centric approach. Operational efficiency witnessed a remarkable 12% improvement, driven by streamlined processes and reduced waste.

A notable metric in this transformation was the substantial decrease in product scrap, resulting in a 14% reduction. This reduction not only contributed to cost savings but also reflected the enhanced precision achieved through the digital transformation. The Unified Namespace (UNS) and MQTT architecture, pivotal in connecting, gathering, and leveraging real-time data, played a crucial role in minimizing product scrap. This decrease not only underscored the financial gains but also highlighted the sustainable and environmentally conscious aspects of the organization's newfound operational excellence.

These metrics collectively demonstrated the profound positive impact on the organization's efficiency landscape. The strategic implementation not only bolstered financial metrics but also fostered a culture of waste reduction and precision, positioning the organization as an exemplar of sustainable and optimized manufacturing practices.


  • 19 %

    Time saved in a particular production cycle

  • 12 %

    Improvement in operational efficiency

  • 14 %

    Decrease in product scrap