Assists a specialistIdea

Equipment maintenance agent

Helps engineers diagnose faults using manuals, logs, and maintenance history.

RAGDiagnosticsLocal LLMsIndustrial AI

Problem it solves

Diagnostics depend on individual expertise, while relevant instructions and similar incidents are hard to find during downtime.

Inputs

Error codes, readings, symptoms, manuals, and maintenance history.

Outputs

Likely causes, a safe diagnostic sequence, relevant documents, and a parts checklist.

How it works

A local agent retrieves similar cases and builds an equipment-specific diagnostic plan. An engineer approves every hazardous step.

Limits and boundaries

Does not control equipment directly and cannot replace industrial safety procedures.