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03—Solution

Predictive Maintenance

Failures called weeks before service stops.

Industrial-grade telemetry on assets running sixteen-hour shifts — bearings, compressors, hoods, robotic cells. Failure modes called weeks before service stops, not after.

Industrial machinery in operation
Predictive Maintenance · 0303

01—Outcomes

What it delivers.

  • 01Up to 38% fewer unplanned outages
  • 0225% reduction in emergency maintenance spend
  • 03Equipment lifecycle extended 1.7×

02—Live signal

What this looks like on the floor.

Selected operations from active deployments, fused on the ontology — read the same number the operator does.

  • Combi oven #07 · CompressorT−19dforecast
  • Bearing rig · Line 2 · Δrms0.42mm/s
  • Hood motor · Site 04 · Drift+8.3%vs base

03—Capabilities

01

Multi-sensor anomaly detection

02

Equipment health scoring and degradation models

03

Maintenance scheduling automation

04

Spare-parts inventory forecasting

Next module 04

Energy, Utility & Emissions

08—Contact

Let's create
something epic.

A 30-minute call to map where AI fits in your operation — and where it doesn't yet. We reply within 24 hours.

Start a conversation →hello@kerningai.eu