fleetfix ai
RAG TECHNICAL SUPPORT DEMO
Grounded fleet assistance

Manual answers.
Human judgment.

FleetFix retrieves the most relevant procedures from an approved technical manual, cites the source, and creates a technician case when reliable guidance is unavailable.

Manual retrievalPage citationsSafe escalationTicket audit
1Driver describes the issue naturally
2Retriever finds matching manual sections
3Agent responds only from verified context
4Unknown issues go to a technician
Portfolio demo with an original fictional maintenance manual. A client deployment uses authorised documents and business systems.
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FleetFix Technical Support
● Grounded manual assistant
Hi, I’m FleetFix AI. Ask about overheating, brake warnings, oil pressure, starting issues, tyres, or maintenance. I will cite the manual or create a service ticket if I cannot find a reliable answer.
FleetFix service desk

Technician cases

Tickets exist only when the manual could not provide reliable guidance.

PDF text is split into page-aware chunks for retrieval. Demo uploads stay in memory only.
CaseVehicleIssueStatus
No service cases yet. Try “Unknown issue” in the support demo.

Retrieval audit

No manual actions yet.