Financial Services
Every day an application waits is a customer who might walk. We build secure platforms that speed up approvals, sharpen fraud detection, and automate risk reporting, on infrastructure that meets SOC 2, PCI-DSS, and regulatory requirements.
The Data Challenges Financial Services Leaders Face
Regulatory Compliance Complexity
SOC 2, PCI-DSS, GDPR, CCPA—compliance requirements make analytics feel impossible. You need insights without compromising security or regulatory compliance.
Siloed Data Systems
Core banking, CRM, transaction monitoring, loan origination—all separate systems. You can't see the complete customer relationship or detect cross-product risk patterns.
Fraud Detection Gaps
Rule-based fraud systems generate false positives and miss sophisticated attacks. You need ML-powered fraud detection that adapts to evolving threats in real-time.
Manual Risk Reporting
Risk teams spend days preparing regulatory reports and board presentations. You need automated risk dashboards with real-time exposure tracking and stress testing.
How We Transform Financial Services Data
Compliant Data Platforms
Google Cloud and AWS infrastructure with SOC 2, PCI-DSS compliance, encryption at rest and in transit, audit logging, and role-based access control. Secure by design, not retrofitted.
360-Degree Customer Analytics
Unified platform combining core banking, digital channels, transaction data, and third-party enrichment. Complete customer view while maintaining data privacy and security.
AI-Powered Fraud Detection
ML models that identify anomalous transactions, account takeover attempts, and synthetic identity fraud. Real-time scoring with 70% fewer false positives than rule-based systems.
Risk & Regulatory Reporting
Automated dashboards for credit risk, market risk, operational risk, and regulatory compliance. Real-time exposure tracking, stress testing, and audit-ready reporting.
See it working
Each demo is built the way we build for clients: a governed Looker semantic layer first, then AI on top of it. Sign in with Google or a work email to open one.
All demo data is synthetic.
Lending
AI Mortgage Lending
A lending decision in minutes, not weeks. Applicants see their rate on the spot, and the business watches its pipeline speed up.
- Vertex AI
- Gemini
- BigQuery
- Looker
What Financial Services Clients Achieve
70% reduction in fraud false positives through ML-powered detection
40-50% improvement in customer lifetime value prediction accuracy
Real-time risk dashboards replacing week-long manual reporting processes
Compliant analytics platform deployed in 8-10 weeks (vs 6+ months)
30% increase in cross-sell conversion through personalized product recommendations
Ready to go beyond dashboards?
From analytics implementation to AI enablement, we've helped teams across industries build platforms they own. Let's explore if we're the right fit.
A 30-minute call. No commitment.