Cateo starts by separating the observed condition from the rest of the narrative. It captures the reported symptom, any error code, the equipment or assembly context, the manufacturer and part clues, and the relevant work-order or asset information before it builds a troubleshooting path.
From there, Cateo keeps facts, assumptions, and recommendations distinct. Verified source material and grounded operating context are treated as the primary basis for the first pass, while missing details and uncertainty stay explicit instead of getting blended into a generic answer.
The result is a structured troubleshooting output rather than a chat transcript. Cateo turns technical input into a controlled guide package with summary, hazards, tools, parts, stepwise actions, validation checks, and traceable metadata behind the scenes.
That structure helps engineers, technicians, and reviewers work from the same artifact pipeline. The customer sees a usable guide, while the deeper CPLM and traceability layers remain attached in the backend for retrieval, revision history, and later crowdsource improvement.