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dotData Automated Feature Engineering powers our full-cycle data science automation platform to help enterprise organizations accelerate ML and AI projects and deliver more business value by automating the hardest part of the data science and AI process - feature engineering and operationalization. Learn more at dotdata.com, and join us on Twitter and LinkedIn.

Recent Posts

Why Aging Reports Can Drive Auto Loan Charge-Off

Key Takeaways The Velocity Problem: Traditional 30-60 DPD (Days Past Due) reports are lagging indicators…

2 weeks ago

A Diagnostic Framework for Lender Protection

Key Takeaways The Equity Problem: Depreciation models overlook that 29.3% of current vehicle trade-ins have…

3 weeks ago

How to Evaluate Analytics for Loan Portfolio Monitoring and Fair Lending

Lenders often focus on the strength of the loan origination scorecard when evaluating lending analytics.…

1 month ago

The Hidden Profit and Risks in Auto Lending Origination

Summary The U.S. auto lending industry is facing critical stress from record levels of delinquency…

1 month ago

How to Evaluate Lending Analytics: From Origination to Charge-Off

As 2025 drew to a close, the auto lending industry had seen some significant shifts…

2 months ago

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

Auto lenders face a roll-rate problem that doesn’t always appear on the standard 30/60/90‑day dashboard.…

2 months ago