SOLUTIONS

Financial Health Summary

Real-time borrower insights to monitor financial behavior and drive proactive credit risk management.
Custom attributes to your requirements
Return the specific metrics, ratios, and attributes your rules and scorecards require, defined to your specification.
Populate scorecards and rules
Feed consistent income, expense, obligation, and stability metrics into your scorecards, policy rules, and decisioning.
Explainable and consistent
Deliver comparable, explainable metrics your team can apply consistently across decisions.

Monitor portfolio health proactively

Financial Health Summary is a flexible insight layer that turns transaction, bureau, and other lender-provided data into interpretable borrower metrics — income and expense measures, variability, and stability. It returns custom attributes defined to your rules and scorecard requirements, used to populate scorecards, policy rules, and decisioning. It surfaces metrics, not scores or decisions.
Example Strengths in Financial Behavior
Positive indicators that reduce credit risk
Frequent Small Purchases
Stable Income
Low Utilization Ratio
Example Risk Factors to Monitor
Drivers that increase this borrower’s risk score
Legal Fines
Recent Late Payments
Debt-to-Income Ratio
Gambling Transactions
Multiple ATM Withdrawals
Number of Loans
Payment History

How it works

1. Data ingestion
We ingest raw bank transactions and credit file data via batch or API.
2. Categorization & tagging
We classify income, fixed/variable expenses, transfers, and debt obligations .
3. Metric generation
We compute borrower- and portfolio-level financial health indicators.
4. Summary & risk flags
Get a ready-to-use financial health report with scorecard-ready inputs.

Compliance Ready

Meets strict compliance standards while delivering on speed, fairness, and transparency.

No PII required
Models use de-identified transaction data.
Compliance-ready
Designed to support explainable, governed, and lender-controlled use within your compliance framework.
Explainable outputs
The model provides explainable reason codes the lender can use within its own adverse-action process.

See other solutions

Cashflow
Score
Credit Offer
Engine

Related use cases

Detect Early-Warning Credit RiskImprove Borderline Applicant Underwriting

FAQs

What is Financial Health Summary?
A flexible insight layer that returns borrower metrics from transaction and lender-provided data — readable, actionable insights about a borrower's financial condition to power scorecards, policy rules, and manual decisioning.
How is it different from a score?
It's an interpretable layer of borrower metrics and ratios, not a single score — designed to feed scorecards, policy rules, and manual decisioning.
What data does it use?
Transaction data plus any lender-provided data, mapped to the metrics you need.
What does it provide?
Income and expense metrics, variability and stability measures, and other borrower insights that populate scorecards and reviews.
Where in the lending lifecycle is it used?
Both as an underwriting input and for post-origination review, credit monitoring, and early risk detection.
Is it explainable and auditable?
Yes. It returns clear, readable borrower metrics that support transparency and governance.
How is it delivered?
Via API or batch, fitting into your existing underwriting and monitoring workflows.
Does it make lending decisions?
No. It provides borrower insight metrics that feed your scorecards, policy rules, and manual decisioning; you keep policy and final decisions.