AI Cameras Detect $12 Million Supercars Violating Rules, Recording Every Pass

Large-Scale Operation to Seize Luxury Cars

If you’ve ever stood by the roadside in Greece and wondered why so many supercars are driving on foreign plates, there is now an answer, and it’s worth 10 million euros. As a result of a large-scale digital operation, tax authorities have turned AI-powered cameras on toll highways into an enforcement tool. With their help, 229 premium-class cars that had avoided proper Greek registration were detected and confiscated.

The Old Way of Tax Evasion

For years, supercar owners used a simple scheme: keep the car on foreign plates, avoid Greece’s high registration fees and luxury taxes, and hope not to attract attention. The chances of being stopped on the road were low. However, the chances of passing by a network of cameras quietly recording every passage proved to be much lower.

Toll Road Cameras as Tax Inspectors

Since the end of 2025, authorities have been cross-referencing data from toll road cameras with customs and tax records, entrusting software to do the heavy lifting. The system detected Ferrari, Porsche, Bentley, and Mercedes-Benz vehicles that had long exceeded the permitted tourist stay period.

A special operational unit named DEOS, which in Greek means “awe,” took this data and began the hunt. Armed with digital leads, officers conducted coordinated raids on premium dealerships, private garages, and business hubs where expensive machinery typically gathers. The result was the seizure of 229 vehicles with a total value exceeding 10 million euros, including individual cars worth up to 750,000 euros.

Seized cars, including Ferrari and Porsche

What Did the Inspection Reveal?

Images published by Greece’s Independent Authority for Public Revenue (AADE) showcase the full scale of the seizure. Among them are a white Ferrari 599 GTB Fiorano, a yellow Ferrari F430 Spider, a blue Mercedes-AMG G63 4×4², and a purple Porsche 911 GT3 (991), all operated without proper Greek documentation.

Collection of seized luxury cars

The official report indicates that the situation goes far beyond a simple tax scheme. Investigators uncovered so-called “ghost” cars with forged Vehicle Identification Numbers (VINs), some likely stolen, and in one case, cocaine was hidden inside the vehicle. For several owners, the problems are not limited to the car alone. Authorities are now investigating how these purchases were financed, as some cannot explain the funds for a supercar with their declared income.

Legal Limits for Foreign Plates

Regarding Greek legislation, a vehicle with foreign plates can legally remain in the country for a maximum of six months (185 days) within any 12-month period. However, this applies only to non-resident owners, including tourists or individuals permanently residing abroad.

Consequences for Violators

Final fines are still being calculated, but the direction is clear. The funds that were saved by avoiding registration rules are now being offset by fines, confiscation, and legal risks. What seemed like a clever scheme is turning into an expensive mistake.

This operation clearly demonstrates how modern technologies, particularly artificial intelligence and automated data analysis, are changing approaches to fiscal control and combating offenses. Using existing infrastructure, such as road cameras, for new purposes is an effective and economical solution. Similar actions could set a precedent for other countries facing similar problems of tax evasion on expensive vehicles. Furthermore, the case has moved beyond customs violations, turning into an investigation of more serious crimes, indicating the systemic nature of the problem. The success of the Greek authorities may encourage more thorough monitoring of luxury car movement across the entire European Union.

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