Trinay Hari on X: Built a construction plan-set classifier with Jev.

Name: Trinay Hari on X: Built a construction plan-set classifier with Jev.
Author: @hari_trinay

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. ❤️ 18 likes on X

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