Insights on Alternative Credit and Cash-Flow Underwriting
From the Lendiro team — on credit decisioning, ECOA compliance, fair lending, and the technology of underwriting the credit-invisible.
Why FICO Fails 45 Million Americans — And What Cash-Flow Underwriting Changes
The structural limits of FICO in serving the 45 million thin-file and credit-invisible Americans — and why 24-month cash-flow velocity offers a statistically robust alternative.
Cash-Flow Velocity: A Technical Primer for Lending Product Teams
What cash-flow velocity actually means: how we measure transaction frequency, recurring inflow consistency, and 24-month trend signals in the context of credit decisioning.
ECOA and Fair Lending Obligations When Embedding Third-Party Decisioning APIs
How lenders remain ECOA-compliant when integrating alternative-data APIs. Adverse action requirements, model explainability, and disparate-impact monitoring in a cash-flow decisioning workflow.
Thin-File vs. Credit-Invisible: Definitions That Matter for Your Underwriting Model
The industry often conflates 'thin-file' and 'credit-invisible.' This matters for model design, regulatory exposure, and lender opportunity sizing — we break down the distinctions.
How Community Banks Can Expand Lending Without Expanding Credit Risk
Community banks and credit unions face a real tension: serve underserved communities while maintaining portfolio quality. API-embedded cash-flow decisioning changes the calculus.
Recurring Payment Consistency as a Credit Quality Signal: The Data Behind the Model
Rent, utilities, subscriptions — recurring outflow patterns reveal payment discipline that FICO scores simply cannot capture. We walk through the signal mechanics and statistical validation approach.
CFPB Section 1071 and Small Business Lending: What Alternative Data Providers Need to Know
Section 1071 requires small business lenders to collect and report demographic and credit data. How cash-flow underwriting tools interact with these obligations — and how to design compliant workflows.
Integrating a Cash-Flow API into Your Loan Origination System in Under a Day
A practical walkthrough of embedding Lendiro's decisioning API into a standard LOS workflow: authentication, payload structure, response parsing, and adverse action flag handling.
Does Alternative Data Reduce or Amplify Disparate Impact? Examining the Evidence
The nuanced answer: it depends entirely on which signals you use and how you validate. Cash-flow data shows consistently lower disparate-impact ratios compared to FICO on thin-file populations when properly designed.
Open Banking and Cash-Flow Underwriting: How FDX and the CFPB Rule Change the Stack
The CFPB's Section 1033 open banking rule and FDX API standardization create a durable infrastructure for cash-flow data access. What this means for lender technology choices now.
Portfolio Risk When Lending to Thin-File Borrowers: What the Data Actually Shows
Three years of industry-level data on thin-file borrower performance. Spoiler: cash-flow-underwritten thin-file loans perform comparably to FICO-underwritten near-prime — with different risk drivers.
CDFIs vs. Fintech Lenders: Different Missions, Same Thin-File Problem
Community Development Financial Institutions and fintech lenders serve overlapping populations with very different operational models. Cash-flow APIs bridge the decisioning gap for both — in different ways.
Model Explainability and Adverse Action Notices: A Practical Guide for API-Embedded Underwriting
Regulation B requires specific adverse action notices. When your decisioning logic lives in a vendor API, who is responsible for the explanation? We lay out the legal framework and technical implementation.