Citra Decision System
Decision apps that learn your experts' judgement
Details
- External ID
- 1240317
- Source
- PH
- Company
- —
- Product
- Citra Decision System
- Website domain
- producthunt.com
- Launched
- Sept. 14, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Productivity, Artificial Intelligence
- Fetched at
- Sept. 15, 2026, 1:01 a.m.
- Updated at
- Sept. 15, 2026, 1:01 a.m.
Description
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.
Enrichment
- Theme
- ai agents for calls and meetings
- Vertical
- Horizontal
- Function
- Workflow automation
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- decision apps for enterprise teams
- Manually corrected
- False
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 — 66 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 67 (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
- DecisionGraph · ph · 2026-09-18 · 1 upvotes · similarity 0.42
- Receipt Scanning App · ph · 2026-09-14 · 2 upvotes · similarity 0.40
- Shufti AI · ph · 2026-09-22 · 1 upvotes · similarity 0.39
- Executive Council · ph · 2026-09-17 · 1 upvotes · similarity 0.39
- Conclave · ph · 2026-09-14 · 3 upvotes · similarity 0.38
- RiskGuard AI · ph · 2026-09-22 · 2 upvotes · similarity 0.38
- How would you decide famous SCOTUS cases? · hn · 2026-01-28 · 6 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.
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