Informed Fights Fraud
Reduce friction, win more deals and reduce fraud risk
What is Fraud?
Informed primarily focuses on fake paystubs and over-stated income as key indicators or red flags for fraud. Lenders must defend against a growing list of fake paystub sites while ensuring their borrowers aren’t inconvenienced. The last thing a lender wants is to blame an innocent consumer for faking an income document.
But lenders are also dealing with a 90% increase in delinquency, within the first 60 days, if income is overstated. And analysis shows that income is overstated on ~38% of loan applications. Knowledge graphs are a crucial fraud-fighting tool. They are part of Informed’s vertical AI strategy that loan officers use as a support tool to detect fraud.
Without standard verifications for paystubs, analysts have to identify random discrepancies. Spotting them manually them is hard – there’s no point of reference. Fraud templates are created all the time, and fake paystub sites are a billion-dollar market. Fraud detection is complex and requires timely reporting, consistent identification, and implementation of lessons learned. Informed is expanding document fraud detection to bank statements and other consumer documents.
As loan amounts increase and originations shift to digital, income and employment fraud rises, costing lenders billions. In auto loans alone, employment and income fraud cost lenders $4.7B in 2021.
Applicants report phony income supported by fake paystubs, affecting credit risk and portfolio performance. When a falsified paystub is presented, that is paystub fraud – and, it’s on the rise.
There’s no government agency that verifies paystubs because there are no defined standards. This makes identifying this type of fraud exponentially harder.
Across our lenders’ portfolios, we see a 3.4% average fraud rate – based on fraudulent paystubs – up from 2.25% last year. In 2022 Informed flagged 16378 fraudulent paystubs and helped avoid $2B fraud losses in 2022 based on LexisNexis “True cost of Fraud.”
Informed’s Data Consortium of 50+ million records spans millions of applicants and documents, revealing industry insights and benchmarks on dealer fraud and, income and employment misrepresentation. Informed supports 729 templates and variations of those templates with a dedicated fraud team. Our low false positive rate of .02% provides confidence in our ability to accurately and automatically detect fraud.