02/10/2026
“Machine monitoring isn’t a priority right now.”
“We’ve got bigger things to invest in.”
“We’re not sure we’d get enough value from the data.”
Fair enough. But what if HadFab had taken the same view?
They might still have a major bottleneck constraining production. Skilled operators could still be spending hours inspecting parts, moving material and waiting for cranes. And decisions about people and CapEx could still be based on assumptions rather than evidence.
Instead, their production data has helped identify a path to a 20% utilisation improvement, uncover the potential for 400+ additional productive hours every month, and build the evidence for a major CapEx investment.
The cost of machine monitoring is easy to see. The cost of not knowing where your capacity is being lost is much harder to spot.
Read the case study in full - link in the comments.