Transportation Fraud is Worse Than Ever and the Industry Has to Stop Playing Defense

Transportation fraud has always existed. But what the auto and fleet industry is dealing with today is something categorically different more sophisticated, more pervasive, and far harder to recover from.

That's the sobering message from Jeremy Louisos, Senior Vice President at Preowned Auto Logistics, who joined Michele Pierog on the Driving Mobility podcast to discuss how fraud has evolved and what fleets must do differently to protect themselves.

From Local Disputes to Industry-Wide Threat

The fraud of the past was largely localized. A dispute here, a bad actor there the kind of thing that could be handled case by case. Today's transportation fraud operates at a completely different scale and level of sophistication.

"It's very difficult once a vehicle is gone, to get it back in most cases," Louisos told Driving Mobility.

And that's precisely the problem. Recovery the industry's traditional response is increasingly futile. By the time fraud is detected, the damage is often irreversible. Vehicles vanish. Money disappears. Trust erodes.

Why It's Gotten So Much Worse

Three major forces are driving the intensification of transportation fraud:

Artificial intelligence. Bad actors now have access to the same powerful AI tools that legitimate businesses use. They're leveraging AI to craft more convincing fraudulent identities, documentation, and transactions, making detection exponentially harder for humans relying on manual review processes.

Data vulnerability in modern vehicles. Today's vehicles are, in essence, rolling data centers. They hold valuable, sensitive information from location data to financial transaction records. That makes them attractive targets, not just for physical theft, but for data theft as well.

Bad actors are simply getting better. There's a learning curve to fraud, and the most persistent fraudsters have climbed it. They understand where the gaps are in standard verification processes, and they're exploiting those gaps with alarming precision.

Fraud is now occurring at multiple points in the transaction process and because it can look like a legitimate deal at each step, it's much easier to miss.

The Shift from Recovery to Prevention

The traditional industry mindset has been reactive: detect fraud, then recover. But as Louisos made clear, that model is broken. By the time you know you've been defrauded, you've almost certainly already lost.

The answer is a fundamental shift toward collaborative prevention. That means:

• Industry-wide standards for verification. No single company can build the walls needed to stop today's fraud. Shared protocols, cross-company data sharing, and sector-wide standards are essential.
• Technology-driven screening. AI-powered fraud detection tools, real-time verification systems, and advanced identity authentication need to become table stakes, not optional upgrades.
• Training and awareness. Human judgment is still part of the equation. Teams need to know what modern fraud looks like and how to spot its newer, subtler forms.
• Cross-industry collaboration. Fraud doesn't stay in one lane. When it strikes one sector of transportation, it spreads. Building coalitions between logistics companies, fleet operators, insurers, and technology providers is no longer optional.

What's at Stake

This isn't an abstract compliance issue. Transportation fraud has real, tangible consequences: financial losses that cut into already-thin margins, reputational damage, regulatory scrutiny, and the erosion of trust across the supply chain.

For fleet operators in particular, the exposure is significant. The complexity of modern fleet transactions, with multiple parties, cross-state operations, and rapid deal cycles, creates exactly the kind of environment where fraud can hide.

The Bottom Line

The auto and fleet industry has long prided itself on resilience. But resilience means adapting, not just absorbing. As fraudsters grow more sophisticated, the industry's defenses have to evolve in kind.

The days of handling fraud after the fact are over. Prevention, collaboration, and technology are the only path forward.

Listen to the full episode of the Driving Mobility podcast to hear Jeremy Louisos and Michele Pierog explore what transportation fraud means today, how data and privacy intersect with the problem, and what it will take to build a unified industry response.

Driving Mobility is ParkMyFleet's podcast covering the trends, technologies, and leaders shaping the future of mobility.