Credit underwriting scorecard
Predicts probability of default using credit, income, cash-flow, collateral, and alternative data.
Cash-flow underwriting
Uses bank transaction data to assess borrower ability to pay.
Small business loan document verification
Extracts and verifies tax returns, bank statements, invoices, and ownership documents.
Mortgage income verification
Compares paystubs, W-2s, tax returns, bank deposits, and employer data.
Auto lending fraud detection
Detects misrepresentation, forged bank statements, double-pledged collateral, or synthetic identities.
Loan pricing optimization
Recommends pricing based on risk, relationship value, funding cost, and competitive conditions.
Collateral valuation review
Assists appraisal review and flags valuation anomalies.
Credit memo drafting
Drafts credit narratives, strengths, weaknesses, and covenant summaries.
Covenant monitoring
Extracts covenant terms and tests ongoing compliance from borrower financials.
Early warning credit risk monitor
Flags borrowers with deteriorating cash flow, delinquencies, news, or rating changes.
Collections contact optimization
Recommends best channel, timing, and message for delinquent customers.
Loss forecasting and stress testing
Forecasts losses under macroeconomic and portfolio stress scenarios.
Loan exception management
Prioritizes loan documentation or policy exceptions by risk.
Portfolio concentration analytics
Identifies exposures by sector, geography, collateral, or correlated risk.
Fair lending monitoring
Tests underwriting/pricing outcomes for bias or disparate impact.
Adverse action explanation support
Generates human-reviewable explanations for credit denials.
Customer affordability assessment
Analyzes income, obligations, and spending patterns for affordability.
Consumer complaint triage
Classifies complaints and routes urgent or regulatory-sensitive issues.
Deposit attrition prediction
Predicts customers likely to move deposits or close accounts.
Relationship next-best-action
Suggests retention, cross-sell, or service actions based on customer needs.