devwithjevConstruction Plan-Set Classifier
Proq uses Jev to classify construction plan sets as part of a pipeline that turns civil and building plans into bills of materials.
Trinay Hari@hari_trinay𝕏
Built a construction plan-set classifier with Jev. Proq turns civil and building plan sets into bills of materials using an LLM pipeline we built on GPT-4.1. Jev classified an entire 26-sheet plan set in 2.9 seconds for $0.0052. It matched GPT-4.1 and GPT-6 Astra on 100% of sheet-level classifications while running 17–21x cheaper and 5x faster than our production pipeline.
The classifier handled an entire 26-sheet plan set. It matched GPT-4.1 and GPT-6 Astra on all sheet-level classifications while running 17–21x cheaper and 5x faster than Proq’s production pipeline.
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