AI in maintenance: ROI in OEE terms

Where AI pays back and how to implement without paralysis.

Use‑cases with ROI

• Bearings/motor failures, batch optimisation, changeovers.
• Energy tie‑in: BESS charge planning vs production cycles.

Implementation

• 90‑day pilot, tight scope, crisp KPIs, BAU handover.
• Data governance: quality, ownership, security.