Preventive Maintenance Forecast

AI-powered predictions to help you prevent issues before they occur

Preventive Maintenance Forecast

AI-powered predictions for component wear based on usage patterns

Group Head Gasket

Gaggia Classic Pro

High Confidence
Expected failure:
2-3 weeks

Component wear: 78%

Recommended action:

Replace the group head gasket before it fails completely. Consider upgrading to a silicone gasket for longer life.

Pump

Breville Barista Express

Medium Confidence
Expected failure:
1-2 months

Component wear: 62%

Recommended action:

Monitor for unusual noises or pressure drops. Order a replacement pump to have on hand.

Steam Valve O-Ring

Rancilio Silvia

Medium Confidence
Expected failure:
2-3 months

Component wear: 55%

Recommended action:

Replace during your next scheduled maintenance. Check for steam leaks in the meantime.