The situation
A major North American food manufacturer operating over 40 factories faced a significant challenge: scaling digital and analytics transformations across its sprawling factory network. The company had begun pilot projects to modernize operations, but these initiatives were not translating into systematic change across the organisation. Instead, the company found itself caught in pilot paralysis—successful proof-of-concept projects that failed to cascade into broader implementation. This fragmentation created inefficiencies and missed opportunities to standardise improvements across the network.
The core problem was structural. Each factory operated with some degree of autonomy, and digital solutions developed at one site were not being systematically adapted or deployed elsewhere. Without a clear mechanism to share learnings or codify best practices, the company risked duplicating effort and investment across multiple locations while leaving many factories without access to proven improvements.
The approach
Rather than continue with isolated pilots, the company adopted a network-based strategy centred on standardisation and systematic scaling. The first step was to codify the common needs shared across its factory network. By identifying patterns in operational challenges—whether related to maintenance, production scheduling, quality control, or other functions—the company created a shared understanding of what problems needed solving.
With these common needs mapped, the company developed a catalog of solutions. This catalog served as a reference library of digital tools and approaches that had been tested and validated, ready for deployment across multiple sites. Alongside the technical infrastructure, the company established strong governance and impact tracking mechanisms. These systems ensured that solutions were implemented consistently, that performance improvements were measured rigorously, and that accountability was maintained throughout the rollout.
What happened
Within 12 months, the company had transformed 20 of its 40 factories using this network-based approach. The implementation of digital solutions across these sites yielded measurable improvements in operational efficiency. By moving away from site-specific reinvention and toward a standardised, catalogued approach, the company reduced duplication and accelerated deployment timelines.
The impact extended beyond the numbers. Staff at transformed facilities reported tangible changes in their daily work. As one maintenance technician reflected in a case study by McKinsey & Company in 2023:
It's great that we are not reinventing the wheel for every production batch anymore. And we have clearly seen the increase in performance.
This observation captured both the operational and cultural shift: the elimination of redundant problem-solving and the measurable performance gains that followed.
The takeaway
The food manufacturer's experience demonstrates that a network-based approach to digital transformation can effectively scale solutions across multiple manufacturing sites. Rather than treating each factory as a separate transformation project, codifying common needs and building a shared catalog of solutions creates a replicable framework. Strong governance and impact tracking ensure that improvements are consistent and measurable. For manufacturers with distributed operations, this model offers a path to move beyond pilot paralysis and achieve systematic, organisation-wide efficiency gains.
- The company operates over 40 factories.
- In 12 months, 20 factories were transformed.
- The approach involved codifying common needs and developing a catalog of solutions.
- A network-based approach was adopted to scale digital solutions.
- The company developed strong governance and impact tracking mechanisms.
