01
Edge Ingestion
Module 1
Ingest engine vibration, brake wear, and oil temperature telematics in real time.
Use Case 21 · Automotive, Mobility & Logistics
Autonomous Fleet Predictive Maintenance & Parts Dispatch
Real-time telematics parsing with automated spare parts dispatching.
Customer need & pain point
The problem this replaces.
- Unplanned fleet breakdowns leading to missed delivery windows and contractual penalties.
Step-by-step execution
How the engine executes it.
02
Multi-LLM Routing
Module 1
Detect component failure signatures using local edge anomaly detection models.
03
Agentic AI
Module 4
Order replacement components automatically from nearest regional warehouse via ERP.
04
Agentic AI
Module 4
Schedule repair appointments at local service bays during planned vehicle downtime.
Quantifiable ROI & impact
What changes commercially.
- 42% reduction in unplanned vehicle downtime
- 15% lower maintenance costs
The “aha” moment
“Traffelo AI orders spare parts before our truck drivers even notice a mechanical issue.”