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Fraud Detection

NkapFin's fraud engine analyzes every transaction in real-time using machine learning models trained specifically on African payment patterns. We understand the unique fraud vectors in mobile money, agent banking, and cross-border corridors that generic solutions miss.

Our models detect SIM swap fraud, agent collusion, velocity abuse, and synthetic identity attacks with 99.2% accuracy while maintaining a false positive rate below 0.3% — ensuring legitimate customers aren't blocked.

  • Real-time transaction scoring in under 50ms
  • African-specific fraud pattern recognition
  • Adaptive models that learn from your transaction data
  • Network analysis for detecting collusion rings

Automated KYC

Verify customer identities across 35 African countries using national ID databases, biometric matching, and document verification. NkapFin connects to NIMC (Nigeria), ONECI (Côte d'Ivoire), BUNEC (Cameroon), and dozens of other national registries.

Our OCR engine reads identity documents in French, English, Arabic, Portuguese, and Swahili. Combined with liveness detection and facial matching, you can onboard customers in under 60 seconds — even in areas with limited connectivity.

  • ID verification across 35 African countries
  • Multilingual OCR (French, English, Arabic, Portuguese, Swahili)
  • Biometric liveness detection and facial matching
  • Offline-capable verification for low-connectivity areas

Real-Time Translation

Serve customers in their preferred language with NkapFin's translation engine. We support 25+ African languages including Yoruba, Hausa, Igbo, Swahili, Amharic, Wolof, Lingala, and Pidgin English — languages that global translation services handle poorly.

Our models are fine-tuned on financial terminology, ensuring that banking concepts are translated accurately and naturally. Use it for customer support, in-app content, USSD menus, and SMS notifications.

  • 25+ African languages with financial domain expertise
  • Real-time translation API with sub-100ms latency
  • USSD and SMS-optimized short-form translations
  • Continuous model improvement from usage feedback

Compliance Monitoring

Automate your AML/CFT obligations with AI-powered transaction monitoring. NkapFin screens against global sanctions lists (UN, EU, OFAC), PEP databases, and adverse media — with special attention to African political structures and naming conventions.

  • Real-time sanctions and PEP screening
  • Automated STR generation with narrative writing
  • Risk scoring calibrated for African markets
  • Regulatory change monitoring across 15+ jurisdictions