RiskGuard AI
Explainable AI for payment fraud detection
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RiskGuard AI is an explainable payment fraud detection system built to identify unusual fraud spikes and high-risk transactions. It combines feature-based risk scoring, historical baseline comparison, fraud-spike detection, alerts, transaction-level explanations, and an audit trail. The project also includes held-out evaluation with precision, recall, F1, and false-positive cost, plus a Razorpay Test Mode integration layer.
PH · launched Sep 22, 2026 · 2 upvotes (top 26%) · 0 views
Niche: fraud and scam detection software · 151 launches, 9 in the last 7 days ▼ -57% · Explore this niche →
Category and tags
- Fintech
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Fintech
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 151 launches in fraud and scam detection software →
Could you build this?
Partial A demo dashboard with simulated SHAP explanations is easy to vibe code, but an actual payment fraud detection system requires real-time streaming feature stores, sub-100ms inference latency, and enterprise banking compliance.
What it would actually take: Production fraud detection requires a real-time stream processing architecture (e.g., Apache Flink, Kafka) to calculate velocity features and user baselines with sub-100ms latency. The ML stack typically employs gradient boosted trees (XGBoost/LightGBM) paired with fast TreeSHAP explainability algorithms, supported by continuous model retraining pipelines and strict PCI-DSS compliant infrastructure.
Competitors
Other products that read as similar to this one : 493 launches clear the similarity bar, closest 8 shown.
Attention rank: #109 of 494 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 326 days after the earliest competitor.
- ai-fraud-risk-engine · github · 2026-09-24 · 17 upvotes · similarity 0.69
- ContractGuard AI · ph · 2026-10-12 · 1 upvotes · similarity 0.54
- ScamShield · ph · 2026-09-23 · 2 upvotes · similarity 0.51
- AnterisLab Guard · ph · 2026-10-13 · 1 upvotes · similarity 0.50
- Fraud Blocker · ph · 2026-10-28 · 195 upvotes · similarity 0.50
- FinVerify AI · ph · 2026-11-09 · 1 upvotes · similarity 0.50
- LogosGuard: The risk management software for enterprises adopting AI · yc · 2025-11-11 · 231 upvotes · similarity 0.49
- Credit-Card-Fraud-Detection · github · 2026-11-11 · 20 upvotes · similarity 0.49
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