decision-forge
Compile organizational policy into verifiable decision training data.
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GITHUB · launched Oct 30, 2026 · 73 upvotes (top 18%) · 0 views
Niche: ai and robotics training data platforms · 64 launches, 6 in the last 7 days ▼ -14% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- B2B
- AI-native
- Commercial product
- ai-agents
- data-provenance
- decision-data
- fine-tuning
- llm
- policy-as-code
- +3 more
Visit website ↗ Source listing ↗
More like this: all 64 launches in ai and robotics training data platforms →
Could you build this?
Partial The pipeline UI and LLM-driven generation of training examples are vibe-codeable, but making the outputs verifiable against real organizational policy requires domain and policy-engineering expertise.
What it would actually take: Build a web app that ingests policy documents, uses an LLM to extract rules into a structured schema, and generates labeled decision cases with a symbolic or programmatic checker. The hard parts are a rigorous verification layer that proves each label follows from the policy, and domain experts who can validate the rule formalization.
Competitors
Other products that read as similar to this one : 2303 launches clear the similarity bar, closest 8 shown.
Attention rank: #377 of 2304 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 366 days after the earliest competitor.
- jev-tree · github · 2026-09-22 · 42 upvotes · similarity 0.59
- quyet · github · 2026-10-03 · 23 upvotes · similarity 0.59
- Decisora · ph · 2026-10-27 · 1 upvotes · similarity 0.57
- NanoJev · github · 2026-09-17 · 1768 upvotes · similarity 0.57
- Syntra · github · 2026-09-20 · 48 upvotes · similarity 0.56
- jev-forge · github · 2026-09-19 · 24 upvotes · similarity 0.56
- lev · github · 2026-09-25 · 14 upvotes · similarity 0.55
- Intern-Decision · github · 2026-09-24 · 160 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.