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.
Parts Agent
Recommends the right parts with compatibility, pricing, and availability details.
Troubleshooting Agent
Guides users through step-by-step fixes using data patterns and past service history.
Scale smarter service with Aquant.
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