Two Florida residents have pleaded guilty to charges stemming from their roles in a bank-fraud scheme, which involved falsified pay stubs that conned multiple lenders to originate mortgages backed by the government-sponsored enterprises. 

In a scam that occurred in mid-2022, Orlando resident Kimberly Williams conspired with mortgage consultant and credit repair specialist Kenneth Blair and other parties to deceive the banks into issuing the fraudulent loans, federal attorneys alleged in charging documents filed in June. 

In a separate case, Blair was also charged this month for a similar crime that took place in 2025.  

As a mortgage consultant, Blair sought referrals for customers seeking home financing. In the process of collecting documentation for their loans, Blair was accused of using their identities and then working with Williams in 2022 to fabricate pay stubs for the borrowers, who otherwise would have fallen short of qualifying thresholds.  

"Williams would and did agree to participate in the conspiracy with Blair, and others, in exchange for payment," according to the legal documents, which were filed in a federal court for the Middle District of Florida. 

To come up with fake payroll documents for the customers, Williams took the names of legitimate businesses, including a New York-based restaurant and a Florida auto repair firm that the borrowers had never worked for, and reported nonexistent wages.  

After delivering phony pay stubs, Williams received compensation for her efforts via electronic funds transfer from her co-conspirator. Blair forwarded the documents to lenders, who failed to catch the fraud and issued mortgages, which were guaranteed by Fannie Mae, Freddie Mac and the Federal Housing Administration. 

"It was a further part of the conspiracy that Blair often would and did collect cash payments from the individuals seeking mortgages," court documents additionally claimed. 

While Williams' case is limited to crimes in 2022, the scheme apparently continued into 2025, when Blair falsified pay slips coming from a logistics firm based in Daytona Beach, Florida, to enable lending for another client. The actions led to the wrongful origination of $305,000 in home financing for a Georgia property.   

The mortgage banks victimized were not identified in the charging documents, nor were the restaurant, repair shop or logistics firm wrongly claimed as employers. 

Both Williams and Blair face potential maximum penalties of 30 years in prison for their bank-fraud crimes. Attorneys for both parties had not replied to requests for comments sent by National Mortgage News prior to publication. 

Charges were brought forth by the U.S. Department of Justice, following an investigation conducted by the inspectors general of both the Federal Housing Finance Agency and Department of Housing and Urban Development. 

Ease of falsifying forms in the age of AI

The two guilty pleas come to light as bank officials are raising warnings of the ease with which fake documents can be generated today with advanced artificial intelligence. Thanks to AI's capabilities, receipts, pay stubs and other forms often appear legitimate upon review, leading to a purported rise of expense-account fraud. 

While some of the Florida mortgage-related crimes occurred before the rise of AI, the scams highlight the types of documents fraudsters might be able to create with false numbers. The trend has some bankers calling for enhanced auditing or underwriting scrutiny through verification tools. 

But instances of fake employment and income reporting on mortgage applications date back to well before the AI age, when fraudsters sometimes undertook elaborate measures to create false documentation. In 2018, Fannie Mae warned lenders of a scam involving an extensive list of phony California companies listed as employers on mortgage applications over a three-year period.