Citra Decision System
Decision apps that learn your experts' judgement
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AI stalls on the calls that carry money — claims, loan sanctioning, clearing a substation — because what decides a hard case isn't in your SOPs or your tables. It's in one officer's head at the moment they decide. Citra captures it there: it recommends, they override, it asks why. Three agreeing makes a named, reversible rule the next case is decided with. Describe it in plain English and get an app, an API or an embedded card over your own database. Apache-2.0 core, self-hosted, open models.
PH · launched Sep 14, 2026 · 2 upvotes (top 26%) · 0 views
Niche: decision support software · 102 launches, 7 in the last 7 days ▼ -30% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- B2B
- AI-native
- Commercial product
- Productivity
- Artificial Intelligence
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More like this: all 102 launches in decision support software →
Could you build this?
No Building an enterprise decision system for high-stakes regulated banking and insurance decisions requires sovereign air-gapped deployments, deep auditability, and formal ontology governance.
What it would actually take: The architecture requires self-hosted open-source LLMs running on dedicated private VPCs, strict deterministic ontology validation pipelines, MCP-based enterprise connectors, and an immutable decision memory store. Development requires senior ML engineers skilled in fine-tuning and RLHF, enterprise security engineers, and deep compliance expertise in financial services.
Competitors
Other products that read as similar to this one : 160 launches clear the similarity bar, closest 8 shown.
Attention rank: #43 of 161 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 312 days after the earliest competitor.
- DECIDE · ph · 2026-09-08 · 1 upvotes · similarity 0.48
- Process CI · ph · 2026-10-14 · 3 upvotes · similarity 0.45
- decidenda · ph · 2026-10-28 · 2 upvotes · similarity 0.45
- judged.systems · ph · 2026-10-08 · 71 upvotes · similarity 0.44
- DecisionGraph · ph · 2026-09-18 · 1 upvotes · similarity 0.43
- Irreplaceable · ph · 2026-10-27 · 2 upvotes · similarity 0.42
- Secula · ph · 2026-11-03 · 1 upvotes · similarity 0.40
- Prospect Verdict · ph · 2026-10-21 · 1 upvotes · similarity 0.40
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