We’ve walked the floors of a lot of plants. We’ve sat in a lot of conference rooms where a plant manager pulls up a dashboard on a 65-inch screen and says, with genuine pride, “We built this ourselves.” And then we ask one question — “Where did this number come from?” — and the room gets quiet.
What Manufacturers Are Getting Wrong About Where to Invest First in Their Data Stack
Dashboards are visible. They’re demonstrable to a board. They create the feeling of progress. This is why they attract budget. But a dashboard is only as good as what feeds it, and in manufacturing environments, the data feeding most dashboards is a mess of manual entries, PLC exports with inconsistent timestamps, ERP records that don’t align with what actually shipped, and sensor streams that haven’t been validated since the equipment was installed.
How to Align Your Team and Leadership Around a Single Data Roadmap
Most factories have plenty of data. What they lack is agreement on what to do with it — and who decides. Here’s how to close that gap.
Building a Unified Data Pipeline from Shop Floor to Cloud
Most manufacturers are drowning in data they cannot use. Here is how to build the architecture that finally connects your production floor to the decisions being made in the boardroom.
