AI that moves at
market speed.
Fraud detection, risk modeling, compliance automation — we build AI systems for institutions where milliseconds and basis points matter.
Financial AI capabilities
Purpose-built AI systems for institutions that cannot afford to be wrong — where compliance is mandatory and performance is measured in milliseconds.
Real-Time Fraud Detection
ML-powered transaction monitoring that catches fraud in milliseconds, not days.
Algorithmic Risk Modeling
Credit risk, market risk, operational risk — quantified and actionable.
Regulatory Compliance Automation
AML, KYC, SOX, GDPR — automated reporting that keeps regulators satisfied.
Portfolio Intelligence
AI-driven insights for asset allocation, rebalancing, and performance attribution.
Predictive Credit Scoring
Alternative data models that assess creditworthiness beyond traditional metrics.
Secure Infrastructure
SOC 2 Type II, PCI DSS, bank-grade encryption. Security is not optional.
Tier-1 Investment Bank Fraud Overhaul
How AI-powered fraud detection achieved 99.97% accuracy while reducing false positives by 97% — preventing $41M in annual losses.
A tier-1 investment bank processing $2.4B in daily transactions was hemorrhaging money to fraud — $47M annually in direct losses, plus reputational damage. Their rule-based fraud detection flagged 12,000+ transactions daily, but 94% were false positives, creating alert fatigue. Real fraud slipped through. Regulators were circling. The board demanded a solution within 6 months.
Analyzed 18 months of transaction data, fraud patterns, and false positive triggers. Mapped regulatory requirements across 14 jurisdictions.
Designed ensemble ML model combining real-time behavioral analysis, network graph patterns, and historical anomaly detection.
Trained on 2.1B historical transactions. Achieved 99.97% detection rate with <0.3% false positive rate in backtesting.
Integrated with core banking, SWIFT messaging, and compliance systems. 30-day parallel run with existing system.
Phased rollout by transaction type. Real-time model retraining pipeline for emerging fraud patterns.
Ready to modernize your financial infrastructure?
Let's discuss how AI can reduce risk, accelerate compliance, and give your teams the intelligence they need to compete.
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