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Validated concept

Spotting deviations in supplier specifications

A validated concept helps engineers compare supplier documents with project requirements. It highlights differences and missing information so the engineer can focus the review.

Engineering and procurement team2025Client identity kept confidential
~2 hours → ~15 min

Initial specification comparison

Recorded on the validation set. The engineer reviews the comparison and makes the technical decision.

Measured

01

The challenge

02

The solution

Technology stack

Azure OpenAILangGraph

03

The result

On the tested documents, the initial comparison took around 15 minutes instead of around 2 hours. The engineer started with a populated overview and then checked the result.

The result is a validated concept for preparing technical document reviews. The measured time saving applies to the tested set; the engineer remains responsible for the technical assessment.

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