Case Studies
RMBS Portfolio Analytics at Scale
Challenge A growing RMBS fund managing 5,500,000+ loans faced a critical bottleneck: portfolio managers and risk analysts spent 40% of their time on data preparation and manual prepayment analysis. They had good analytics tools but couldn't scale them to their growing portfolio.
Solution Bond-Bridge designed and built a custom analytics platform: automated data pipeline pulling loan-level data into a structured database, loan-level prepayment analytics engine, REST API for programmatic access, analytics caching layer, and real-time dashboard for portfolio prepayment exposure.
Outcome Loan-level analysis time reduced from days to minutes. 100% data accuracy with full audit trail. Team freed up to focus on strategy. Scalable to 5M+ loans without performance degradation.
Trader Workflow Modernization
Challenge A fixed income desk relied heavily on fragile Excel-based workflows to analyze bonds. Templates broke easily. Adding new traders meant manual configuration. Audit and compliance were difficult because logic was scattered across cells.
Solution Bond-Bridge converted manual workflows to a modern analytics platform: analyzed existing analytics logic, built equivalent REST API endpoints that matched analytics exactly, created a lightweight web interface, automated testing to ensure calculations never drift.
Outcome Calculation speed improved 10x. Automatic, immutable audit trail for compliance. New traders onboarded in hours, not days. Easy to add new analytics without breaking existing workflows.
MSR Valuation Platform at Scale
Challenge A mortgage servicer managing millions of loans needed real-time MSR valuations. Their existing process was manual and spreadsheet-heavy—each valuation run took 6+ hours and was error-prone. Compliance required full audit trails.
Solution Bond-Bridge built an enterprise MSR valuation platform: custom MSR valuation logic based on loan-level prepayment models, automated data pipeline from origination systems, batch and API-based processing, real-time and scheduled valuation runs, reporting and audit trail dashboard.
Outcome MSR valuations generated in under 1 hour (6x faster). 100% accuracy with full, auditable calculations. Compliance-ready reporting. Automated daily valuations without manual intervention.