Build the bridge while crossing
With everyone on board, you can turn the ambition into a roadmap. Break down the overall target into opportunities in filling, packaging, production or automation. Then decide which projects can deliver improvements now, and which will make later improvements possible.
Suppose the yogurt maker wants to predict which batches will fail the quality check. For that, they need temperature and mixing data from the machines, and today that data is not collected. Making it available takes time and investment, and the immediate return may be limited. Yet several future applications could depend on it.
“If you don’t have that vision, it is difficult to justify investing in the foundation,” Simon explains. “Still, you can also run targeted experiments that create value in the short term.”
A first project could show waste per shift on a simple screen to the production team. In parallel, the machines get connected, so predicting failed batches becomes possible later. The roadmap shows how those efforts fit together, and why each investment matters.
“You can lay the foundation while already reaping some of the benefits,” Simon says. “You need to know what your first project requires, what it can teach you, and what should follow. As each project delivers results, use what you learn to decide what to extend to other lines or sites, and what to tackle next.”