Our Services
1. Product Profitability & Sales
Optimize revenue per lending product and increase sales efficiency.
We analyze the full economic lifecycle of lending products — from acquisition costs and pricing to repayment behavior and loss impact. Our work identifies margin leakage, mispriced segments, and growth opportunities across tenors and customer groups.
- Loan product margin analysis
- Channel-level profitability diagnostics
- Pricing vs risk alignment review
- Unit economics optimization
- Sales funnel performance analytics
Outcome: Clear actions to improve product-level profitability and expand sustainable growth.
2. Customer Analytics & CLV
Maximize lifetime value and improve retention strategy.
We build structured customer analytics frameworks tailored for digital lenders, enabling leadership to manage portfolios based on lifetime economics rather than short-term disbursement volume.
- Customer lifetime value (CLV) modeling
- Cohort and vintage performance analysis
- Repeat borrowing behavior modeling
- Churn prediction and retention analytics
- Cross-sell and upsell targeting strategy
Outcome: Higher retention, improved repeat borrowing, and stronger long-term revenue per customer.
3. Credit Risk & Portfolio Strategy
Strengthen credit decisions while scaling responsibly.
We support risk and credit teams in maintaining portfolio discipline through advanced modeling and structured portfolio analysis.
- Predictive PD modeling
- Migration and vintage monitoring
- Approval and pricing strategy evaluation
- Early warning signal frameworks
- Stress scenario simulations
Outcome: Balanced growth with improved portfolio resilience and capital protection.
4. AI, DWH & Data Infrastructure
Build scalable data foundations for decision intelligence.
We design high-performance data infrastructure and analytics systems that integrate marketing, credit, and finance into one coherent decision framework.
- Data warehouse architecture design
- Cloud and on-prem analytics infrastructure
- Real-time analytics pipelines
- Executive KPI dashboards
- AI-driven decision support models
Outcome: Faster decisions, cleaner reporting, and scalable analytics capabilities.