Industries
Industry challenges
Structural constraints that slow modernization — before any vendor conversation.
Friction point
SCADA and PLC systems are deliberately isolated for safety and reliability, which is the right call operationally — but it also means the sensor data that could flag a failing bearing or an overheating motor rarely reaches anyone outside the control room in time to act on it.
Friction point
Maintenance is usually scheduled on a calendar or triggered by a breakdown, not by the condition of the equipment itself, because connecting real-time machine signals to a maintenance workflow is a different problem than just collecting the data.
Friction point
Systems like SAP reflect what was reported, not what's happening in real time, so planning decisions get made on data that's already a shift or a day old.
Friction point
The technicians who know a specific machine's quirks — the sound it makes before it fails, the workaround for a sensor that reads wrong — are retiring faster than that knowledge is being captured in any system.
Our approach
We start on the plant floor, not in the ERP system — mapping what sensors and PLCs already exist and what they already measure, because in most plants the instrumentation is already there and the gap is entirely in getting that signal somewhere useful. We treat OT/IT separation as a real constraint to design around, not an obstacle to remove, since the isolation exists for legitimate safety and reliability reasons.
We connect OT data out, not IT control in
We build one-way data paths from plant floor systems into dashboards and analytics, rather than proposing changes to how the control systems themselves operate — respecting why that separation exists in the first place.
Where this shows up
Capabilities, packaged solutions, and dedicated teams active in this industry — not a generic service catalog.
Sector context
Regulatory, operational, and customer realities differ by industry. We'll assess fit against the constraints you actually operate under.