Use Cases

  • Banking: Credit scoring and loan underwriting
  • Fraud Ops: Real-time transaction fraud detection
  • Treasury: Bond risk analysis and portfolio optimization

Benchmarks

FeatureClassical AI (SOTA)Quanverge Hybrid
Model AccuracyBaseline (SOTA ML)+10-30%
HardwareGPU RequiredCPU Only
ValidationSynthetic / backtest onlyReal bank data (NDA)
Fraud False PositivesHighReduced
DeploymentWeeksHours

Estimate your SanQya ROI

Estimated accuracy with Quanverge

%

Based on: up to 30% fewer errors, from 10-30% better accuracy on real bank data

Illustrative estimate based on Quanverge's published benchmarks — actual results vary by deployment.