Real-time scoring
Sub-100ms fraud and risk models at millions of transactions per day.
Industry · Fintech
AI for financial services
We build AI for banks, lenders, and financial services — real-time fraud detection, automated compliance review, intelligent document processing, credit risk scoring, and financial analytics built for security, compliance, and sub-100ms performance.
47msFraud latency
68%Fraud reduction
SOC2Ready
6 moTypical ROI
Industry context
Built for financial rigor
Financial AI requires sub-millisecond latency, explainability for audits, bias monitoring for fair lending, and SOC2/PCI-DSS security. We've built production systems handling millions of transactions daily.
Regulatory ready
SOC2, PCI-DSS, GDPR, explainable decisions, and audit documentation.
Document intelligence
Loan apps, financial statements, KYC docs, and contract analysis at scale.
Measurable ROI
Fraud reduction, compliance automation, and faster credit decisions with clear payback.
Use cases
Where fintech AI delivers
High-impact use cases for banks, lenders, and financial platforms.
Fraud Detection
Real-time transaction scoring, anomaly detection, behavioral biometrics, and graph-based fraud networks.
- Sub-100ms latency
- Graph ML
- Ensemble models
Compliance Automation
RAG-powered regulatory review, KYC/AML checks, transaction monitoring, and SAR generation.
- Reg change tracking
- Policy matching
- Audit trails
Credit Risk Scoring
ML credit decisioning with alternative data, explainable factors, and fair lending monitoring.
- Alternative data
- Explainability
- Bias audits
Document Intelligence
Loan applications, financial statements, tax docs, identity verification, and contract analysis.
- OCR + extraction
- Validation rules
- Human review
Customer Analytics
Churn prediction, LTV modeling, product recommendations, and personalized financial insights.
- Segmentation
- Propensity models
- Next-best-action
Financial Copilots
AI assistants for advisors, loan officers, and compliance — research, summarization, and decision support.
- Domain RAG
- Citation binding
- Workflow actions
Proof of work
Fintech delivery
Production financial AI with measurable risk and revenue impact.
Real-Time Fraud Detection
GNN + transformer ensemble for digital banking — synthetic identity and account takeover detection at 2M+ daily transactions.
47msScoring latency
68%Fraud reduction
LLM Contract Analysis
AI contract analysis — clause extraction, risk scoring, and compliance comparison for 3,000+ contracts/year.
87.5%Faster review
$480KAnnual savings
RAG Compliance Review
RAG-powered regulatory review system — 78% faster compliance document processing.
78%Faster review
$900KAnnual savings
How we help
Related services
Production AI capabilities we bring to every industry engagement.
01Which fintech AI use cases deliver fastest ROI?
Fraud detection (68% reduction), compliance review (78% faster with RAG), credit scoring (35% fewer defaults), and document automation (70% less manual processing). Most achieve payback within 6 months.
02How do you handle financial data security?
SOC2 Type II, PCI-DSS, GDPR, CCPA — encryption at rest and in transit, access controls, audit logging, data residency, and model governance documentation.
03Can AI help with regulatory compliance?
Yes — RAG systems process regulatory documents, flag violations, generate reports, and track changes. One compliance AI deployment saved $900K annually.
04Do you build real-time financial AI?
Yes — fraud detection at millions of transactions/day with sub-100ms latency using Kafka, Flink, feature stores, and optimized serving.
Next step
Ready to build fintech AI?
Tell us about your use case — we'll design a compliant solution with clear ROI projections.