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dotData Blog

The latest stories, updates and insights on all things AI and AI Automation from the experts at dotData.

Roll Rate Analysis in Auto Lending: Are You Missing Behavioral Risk?
Industry Use Cases

Roll Rate Analysis in Auto Lending: Are You Missing Behavioral Risk?

dotData March 29, 2026
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Why Dealer Performance Scorecards Fail in Auto Lending
Industry Use Cases

Why Dealer Performance Scorecards Fail in Auto Lending

dotData March 25, 2026
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Why ‘Glass Box’ Models Win: Credit Risk Analysis Software
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Why ‘Glass Box’ Models Win: Credit Risk Analysis Software

dotData March 4, 2026
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Automated Loan Decisioning: Why Static Scoring Breaks
Industry Use Cases

Automated Loan Decisioning: Why Static Scoring Breaks

dotData February 27, 2026
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Why Traditional Credit Scoring Fails to Predict a New Wave of Defaults
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Why Traditional Credit Scoring Fails to Predict a New Wave of Defaults

Walter Paliska February 19, 2026
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Building a Modern Auto Credit Decisioning Engine in 2026
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Building a Modern Auto Credit Decisioning Engine in 2026

Walter Paliska February 17, 2026
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When Generative AI & RAG Are Wrong for eCommerce
Industry Use Cases

When Generative AI & RAG Are Wrong for eCommerce

Daniil Radkevich December 12, 2025
Read More
The Paradox of In-Store and Online Retail Return Rate
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The Paradox of In-Store and Online Retail Return Rate

Sharada Narayanan November 26, 2025
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Detecting Straw Borrowers in Auto Lending with Advanced Analytics
Industry Use Cases

Detecting Straw Borrowers in Auto Lending with Advanced Analytics

Bart Blackburn, Ph.D. November 19, 2025
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Income & Employment Misrepresentation in Auto Loan Application Fraud
Industry Use Cases

Income & Employment Misrepresentation in Auto Loan Application Fraud

Bart Blackburn, Ph.D. November 15, 2025
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Default Skips Decoded: The Hidden Cost of Fraud in Auto Lending
Industry Use Cases

Default Skips Decoded: The Hidden Cost of Fraud in Auto Lending

Bart Blackburn, Ph.D. November 6, 2025
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The Invisible Thief: Synthetic Identity Fraud in Auto Lending
Industry Use Cases

The Invisible Thief: Synthetic Identity Fraud in Auto Lending

Bart Blackburn, Ph.D. October 29, 2025
Read More
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