Normalisation
Structured extraction from PDF and CAD, with version and model as metadata.
Work
Industrial
From technical documentation to operational support
Applied AI
RAG
Field service
- Ruolo
- AI system design
- Mercato
- International
- Durata
- 9 months
- Team
- 5 people
01 — The challenge
The knowledge existed. It was simply unreachable.
Documents in different formats and languages, overlapping versions, no reliable way to know which revision applied to a specific machine.
The non-negotiable requirement was traceability: every answer had to cite its exact source.
02 — Approach
Verifiable retrieval
Answers always anchored to citable passages, never free-floating.
Field use
An interface built for tablets, partial offline and busy hands.
Technology
AzureLLM orchestrationOCRPythonEvaluationVector store