A recent fraud ring bust at two Florida dealerships involving more than $1.5 million in loans underscores the scope of fraudulent activity that often goes undetected in auto retail.
First things first: Following an intensive investigation, law officials in Miami-Dade County uncovered a ring involving a former store financial manager, Deinier Dominguez, who allegedly used a broker, identified as Dagma Cecilia Reyes Jaime, to recruit straw buyers for the scheme—from Feb. 25 to March 4, 2020, at one dealership, and from March 10, 2020, to Jan. 22, 2024, at Hgreg Nissan, reports Local 10 News.
Under the scheme (known as “bust-out” fraud, in which individuals build up strong credit profiles before securing multiple loans and intentionally defaulting), Juan Campos, 85, purchased six cars, including two Corvettes and a Lexus GX, after Reyes Jaime recruited his son.
Dominguez, 39, allegedly helped the 85-year-old Campos use “fraudulent application information” to get nearly $435,800 in loan approvals from different lenders, according to law enforcement officials.
In another incident, Mesa Reyes, 43, was involved in the purchase of a 2023 Mercedes-Benz AMG C43 with a Florida title that had an active lien and “signed prefilled loan documents” with Dominguez to borrow nearly $539,000.
The broker, Reyes Jaime, paid Mesa $15,200 to cover the first monthly payments before cutting him off, according to deputies.
Juan Belledonne, another straw buyer, said Reyes Jaime said she would rent out the 11 cars on their behalf, compensate him with “a monthly stipend,” and pay the car loans.
What they’re saying: “He stated he was left with unsatisfied vehicle loans, open traffic citations that were associated [with] his vehicles, open toll violations, and fraudulent accident insurance claims that were done on his behalf,” a deputy wrote, regarding Belledonne, according to an arrest report, per Local 10.
Why it matters: Fraud rings don’t just create lender losses—they create operational risk. They can trigger lender scrutiny, repurchase exposure, chargebacks, licensing headaches, and long-term damage to relationships with banks and captives, while also dragging down store performance and compliance metrics.
Between the lines: Frank McKenna, Chief Fraud Strategist at Point Predictive, said rings like the one allegedly conducted by Dominguez and Reyes Jaime point to a much larger problem, with vulnerable points in the process, including the sales workflow, credit pulls, verification of income and employment, and add-ons.
Point Predictive had nearly 5,000 reports of bust-out fraud perpetrators in 2025, which McKenna said is likely just a fraction of the total.
The rate of these bust-out frauds is increasing—by about 16% year over year in 2025 compared with 2024, McKenna added.
The average dealer probably misses most bust-out fraud because people often use their own identities to appear to be ideal customers, he explained.
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Why it matters: Fraud rings don’t just create lender losses—they create operational risk. They can trigger lender scrutiny, repurchase exposure, chargebacks, licensing headaches, and long-term damage to relationships with banks and captives, while also dragging down store performance and compliance metrics.
Between the lines: Frank McKenna, Chief Fraud Strategist at Point Predictive, said rings like the one allegedly conducted by Dominguez and Reyes Jaime point to a much larger problem, with vulnerable points in the process, including the sales workflow, credit pulls, verification of income and employment, and add-ons.
Point Predictive had nearly 5,000 reports of bust-out fraud perpetrators in 2025, which McKenna said is likely just a fraction of the total.
The rate of these bust-out frauds is increasing—by about 16% year over year in 2025 compared with 2024, McKenna added.
The average dealer probably misses most bust-out fraud because people often use their own identities to appear to be ideal customers, he explained.
“They are getting much more sophisticated, too,” McKenna told CDG News, via email. “Like this [Miami-Dade County] ring - they are figuring out how combine multiple frauds to get more money… Once they get the cars, they use multiple ways to monetize it - shipping overseas, title washing, mechanics liens, Turo rentals...”
Frank McKenna
Zooming in: McKenna said warning signs include repeat customers in a short window, extremely high incomes ranging from $200,000 to $500,000, suspicious employment, targeting luxury vehicles, a rash of high inquiries, customers who appear to be coached, and “too good” performance numbers from a salesperson or F&I rep.
“I think training is a big part of avoiding this,” said the chief fraud strategist. “And of course, using fraud solutions to identify high-risk income and employment flags or negative files that alert them when they are dealing with a bust-out fraudster.”
Bottom line: Fraud is evolving faster than most store processes. Dealers should treat this as a frontline discipline—tighten income and employment verification, audit deal patterns, coach teams on red flags, and build a clear escalation path for “too perfect” buyers—because one ring can erase months of profit and jeopardize key lender relationships.
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