In most industrial plants today, data exists everywhere — but visibility  still feels like a luxury. Valves open. Pumps run. Temperatures rise. But when engineers or plant managers ask simple questions — What changed? Why did performance drop? When did this start?  — answers take hours, sometimes days. That’s because data is scattered. Most plants still rely on: Multiple SCADA and PLC systems logging data separately Different historians for different units Manual trend expor