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2026-02-05Industry9 min

AI-assisted industrial machinery expertise — DTR, UDT and CE in one workflow

How AI handles operational-technical documentation, UDT inspection records and CE declarations — from data extraction to a finished report.

Specifics of machinery documentation

An operational-technical manual (DTR) can run 200–800 pages, mix 3 languages and contain parameter tables critical to valuation.

Extraction pipeline

Document AI with a custom table processor + heuristic unit validation (kW, MPa, °C).

Asset valuation

The system reconciles 3 valuation methods (comparative, cost, income) and presents a recommendation with justification.

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