
Industrial IoT
Kinetic Works
LocationPenang, Malaysia
Completed2024
PracticeIndustrial IoT
StatusPilot case study
Project brief
Connected production intelligence for a high-precision electronics facility, from machine health to line-level performance.
The challenge. Critical equipment data was distributed across different control platforms. Maintenance teams often learned about deterioration after production quality or availability had already been affected.
The response. Secure edge gateways collect machine signals without disrupting production controls. Condition models highlight emerging risk, while a role-based operations view connects maintenance alerts with production context.
31%illustrative reduction in unplanned stops
12 minaverage alert-to-triage workflow
3 linesunified in one operational model