€75,000 Breakdown Prevented with Early Anomaly Detection

€75,000 Breakdown Prevented with Early Anomaly Detection

From surprise failures to guided action

The Challenge

A 72-hour breakdown caused by an exhaust aftertreatment failure led to €75,000 in lost production and repair costs. The data showed warning signs days earlier — but no system was in place to act on them.

The Solution

TALPA’s predictive diagnostics continuously monitored live CAN and sensor data, detecting abnormal patterns in exhaust pressure, fuel use, and engine speed. The system automatically generated clear next-best service actions when anomalies appeared.

Business Impact

Avoided Loss

€75,000+

Early Warning

4 days before failure

Downtime Prevented

72 hours

Operational Response

Automated, guided actions

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“The TALPA system works reliably in daily operation and makes problems visible before they become expensive failures.” - Operations Manager

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