Credit Underwriting & Lending in Retail

This evidence set isolates Credit Underwriting & Lending deployments within Retail. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Documented Credit Underwriting & Lending implementations in Retail

M

Major Chinese State-Owned Bank (anonymized in academic study)

Chinese State-Owned Bank Expands Financial Inclusion for Underserved Population Using AI Credit Scoring

RetailCredit Underwriting & LendingMachine Learning & Predictive Analytics

Reported result:

Not reported by source

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: misq.umn.eduSource link checked Jul 28, 2026Automated evidence gate passed

First Hawaiian Bank

First Hawaiian Bank boosts instant decisioning from 10% to 55% with AI-automated underwriting

RetailCredit Underwriting & LendingMachine Learning & Predictive Analytics

Reported result:

55% (up from 10%) Instant Decisioning Rate

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Zest AI

Cited source: www.zest.aiSource link checked Jul 28, 2026Automated evidence gate passed

U

Undisclosed Global Bank

Global bank cuts loan processing time from days to under one hour with Gen AI document extraction

RetailCredit Underwriting & LendingLarge Language Models & Generative AI

Reported result:

Reduced from days to under 1 hour Loan Processing Time

Deployment timeframe:

Not reported by source

Technology:

Large Language Models & Generative AI

Vendor:

Not available in record

Cited source: kpmg.comSource link checked Jul 28, 2026Automated evidence gate passed

U

UK High Street Bank

UK High Street Bank catches 83% of bad debt missed by traditional credit scoring using ML

RetailCredit Underwriting & LendingMachine Learning & Predictive Analytics

Reported result:

83% Bad Debt Caught (missed by credit score)

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: kortical.comSource link checked Jul 28, 2026Automated evidence gate passed

First Hawaiian Bank

First Hawaiian Bank increases loan approvals with Zest AI automated underwriting

RetailCredit Underwriting & LendingMachine Learning & Predictive Analytics

Reported result:

Increased approval rates Outcome

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Zest AI

Cited source: Zest AISource link checked Jul 28, 2026Automated evidence gate passed