Analytics Infrastructure
for Structured Credit
Investors
RiskSpan helps mortgage and private ABF investors analyze assets, model risk, and monitor portfolios using integrated data, predictive models, and cloud-scale analytics.
Trusted by Leading Asset Managers, Banks & Insurers
Solutions for Structured Credit Investors
Purpose-built analytics for every participant in the structured credit ecosystem — from mortgage credit funds to private ABF asset managers.
Residential Credit Investors
Analytics for mortgage investors managing MSRs, whole loans, and RMBS portfolios.
- Loan-level analytics & prepayment modeling
- MSR valuation with scenario analysis
- Loan collateral analytics & stratification
- Portfolio monitoring & surveillance
- Agency & Private-Label RMBS analytics
Private ABF Investors
Deal modeling, surveillance, and analytics for private asset-backed finance portfolios.
- AI-powered deal data extraction & structuring
- Custom cash flow modeling per transaction
- Automated remittance & covenant surveillance
- Portfolio reporting & performance dashboards
- Secure data sharing with partners & LPs
Structured Credit Investing Is
Data-Intensive and Complex
We know first-hand how hard it is. So we built a solution that solves each challenge at the source.
Asset Data Is Fragmented
Investors receive inconsistent loan-level data from multiple servicers, issuers, and trustees. Reconciling it manually introduces errors and delays.
Performance Is Hard to Model
Investors need to evaluate scenarios, prepayment behavior, and credit performance — but building and maintaining models is resource-intensive.
Portfolio Risk Is Opaque
After investing, many firms lack systematic surveillance. Performance deterioration goes undetected until it's too late to act.
Collaboration Is Broken
Private ABF requires coordination across internal teams, valuation providers, auditors, and LPs — but email and spreadsheets create version control chaos.
From Data to Investment Insight
RiskSpan integrates data, models, and analytics into a single AI-powered, cloud-native environment.
AI-Driven Smart Mapper
Ingest and standardize loan-level asset data from multiple sources. ML-powered field recognition maps data elements automatically. Load data in minutes — not hours.
Predictive Models at Scale
Evaluate scenarios using prepayment, credit, and performance models trained on decades of loan-level data. Run millions of scenarios in minutes.
Portfolio Risk Management
Monitor performance trends and risk exposures across portfolios with loan-level precision. Comprehensive surveillance, stress testing, OAS analytics, and early identification of emerging risks.
Secure Data Sharing
Share transaction data and analytics securely with partners and stakeholders. Centralized data repository eliminates version control issues across your ecosystem.
Sharper, Faster
Mortgage Analytics
From tape cracking to ongoing surveillance, RiskSpan provides the end-to-end analytics mortgage investors need to price with confidence.
Load data in minutes, not hours
Smart Mapper ML handles acquisition and monthly servicer feeds — eliminating manual column mapping with automated QC audit reports.
Explore stratifications & loan-level drivers
Instantly stratify by FICO, LTV, geography, servicer, vintage and more. Move beyond pool-level averages.
Price with confidence and precision
Integrate loan-level prepay and credit models with full cash-flow analytics. Configure assumptions by cohort.
Continuously surveil to optimize outcomes
Automate recurring servicer feeds. Power near real-time portfolio surveillance. Stay ahead of covenant thresholds.
| Imported Field | Edge Field | Status |
|---|---|---|
| Net Note Rate | Net Note Rate | Mapped |
| Current Balance | Current Balance | Mapped |
| Origination Date | Origination Date | Mapped |
| ARM Index | ARM Index | Mapped |
| Loan Age | Loan Age | Derived |
| Original Loan Amount | Original Principal Balance | Mapped |
What if your MBS data answered your questions
in plain English, instantly?
Most teams rely on SQL or Python to understand Agency MBS performance. RiskSpan breaks that bottleneck with an always-on, AI-powered MBS analyst.
No Coding Required
Ask questions in plain English. Get fully sourced, transparent answers in seconds.
Pattern Recognition at Scale
Surfaces prepayment anomalies, performance drivers, and geographic trends across Fannie, Freddie, and Ginnie pools automatically.
Executive-Ready Output
Turn complex analysis into clear narratives that win internal approval.
Full Transparency
Every insight includes source citations from eMBS factor files and agency disclosures.
End-to-End Analytics for
Private Asset-Backed Finance
RiskSpan provides a unified platform for deal modeling, portfolio surveillance, and risk analytics — so you can analyze transactions and monitor portfolios efficiently.
AI-Driven Data Extraction & Structuring
Automated document processing extracts key terms, waterfall structures, triggers, and covenants from deal documents.
Scalable Cash Flow Modeling
Build detailed cash-flow models per transaction capturing reserve accounts, structural triggers, and payment priorities.
Automated Remittance Surveillance
Automatically ingest remittance files, monitor covenant triggers, track coverage ratios, and surface performance deterioration.
Secure Data Sharing & Collaboration
Share data securely with valuation providers, auditors, and LP investors. Eliminate version control issues.
Trusted by the Industry's Best
“In just a couple of hours, I was able to create a portfolio of synthetic loans, stand up an ETL pipeline, and run multiple OAS/pricing scenarios with customized behavioral models. This would have taken multiple days in other systems I've used.”
“RiskSpan's ability to share data with partners using the same system for analytics made the transition seamless. The operational and financial benefits were immediate — we consolidated data processing and analytics onto one platform.”
“We replaced an inflexible risk system from a Wall Street dealer with Edge. RiskSpan bundles data feeds, predictive models, and infrastructure management into a cost-efficient, flexible solution that handles our entire structured and mortgage portfolio.”
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Your Structured Credit Portfolio
See how RiskSpan helps investors analyze, value, and monitor mortgage and private credit assets.





































