change-order-extractor
Validated JSON extraction with confidence scores from messy construction change orders (text and PDF)
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GITHUB · launched Oct 18, 2026 · 65 upvotes (top 20%) · 0 views
Niche: data parsing libraries and tools · 71 launches, 1 in the last 7 days · Explore this niche →
Category and tags
- Construction
- Workflow automation
- B2B
- AI-native
- Commercial product
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More like this: all 71 launches in data parsing libraries and tools →
Could you build this?
Yes It is an LLM-based extraction pipeline that parses text and PDF change orders into schema-validated JSON with confidence scores. Vibe coding can build the pipeline, validation, and UI, with domain tuning as the main effort.
Competitors
Other products that read as similar to this one : 1324 launches clear the similarity bar, closest 8 shown.
Attention rank: #253 of 1325 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 353 days after the earliest competitor.
- jsoncompat · hn · 2026-04-06 · 7 upvotes · similarity 0.71
- genpark-structured-extract-schema-validator-skill · github · 2026-09-12 · 7 upvotes · similarity 0.68
- open-jev · github · 2026-09-16 · 19 upvotes · similarity 0.62
- bote · hn · 2026-06-18 · 5 upvotes · similarity 0.60
- genpark-dynamic-json-schema-tool-synthesizer-skill · github · 2026-09-29 · 7 upvotes · similarity 0.58
- ExtractBench, an open-source schema extraction benchmark · hn · 2026-08-11 · 6 upvotes · similarity 0.56
- jid · hn · 2026-03-27 · 9 upvotes · similarity 0.56
- ExtractStructure · github · 2026-11-07 · 19 upvotes · similarity 0.54
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.