Service

Failure Analysis Agent

Analyzes historical service and sensor data to detect recurring failure modes. Highlights the most common causes of downtime to inform engineering improvements.

Business Challenge

  • Service teams can’t easily see top failure modes by model
  • Hard to correlate failures with environments/usage
  • Engineering lacks structured feedback from the field

Agent Impact

  • Visibility into most common and costly failure modes
  • Input to design changes and service bulletins
  • Reduced repeat failures in the field

Other Agents

Dynamic PM Kits Agent

Uses service history to tailor PM kits, replacing only what’s needed instead of following a fixed parts list.

Knowledge Agent

Instantly delivers the most relevant information from your knowledge base.

Troubleshooting Agent

Guides users through step-by-step fixes using data patterns and past service history.

Skalieren Sie einen intelligenteren Service mit Aquant.

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