AI-enabled scams are running about 4.5 times more profitable than traditional fraud, according to FBI data and industry research released this year. The FBI's Internet Crime Complaint Center logged 181,565 cryptocurrency-related complaints in 2025, with reported losses of $11.366 billion.
The FBI's 2025 complaint numbers
The IC3 recorded 1,008,597 total complaints last year. Of those, 22,364 were flagged as AI-related, carrying $893.346 million in reported losses. The crypto slice is the heaviest — 181,565 complaints and $11.366 billion gone, much of it tied to scams that used AI somewhere in the chain.
The profitability gap is the headline. AI-enabled scams netting 4.5 times more per incident than traditional ones isn't a marginal edge — it's a structural shift in how fraud operates. The tools have gotten cheap enough that the barrier to entry is nearly gone.
Phishing-as-a-service is the engine
Barracuda's analysis of email traffic found one in three messages was malicious or unwanted. Nearly half of all malicious email — 48% — was phishing. And 90% of high-volume phishing campaigns leaned on phishing-as-a-service kits.
The pricing makes the math obvious. Kits run roughly $20 to $50 per tier. That's a low bar for entry, and the payoff is outsized. You don't need to be a skilled operator anymore — you just need to rent the tooling. The same AI that helps legitimate businesses write better emails is helping scammers write more convincing ones.
What Elliptic's Delphi study maps
Elliptic's Delphi study catalogs 16 AI-enabled crypto-crime trends. The research tracks how AI is being used across the fraud pipeline, from generating convincing phishing lures to automating wallet-drainer deployment. It's a field guide for defenders as much as a warning for users.
The study doesn't just list the threats — it maps how they connect. A single campaign can chain together AI-generated lures, automated wallet draining, and laundering through crypto mixers. Each step is cheap, and the whole pipeline runs faster than it did a year ago.
The enforcement side
There's a counterweight. Operation Level Up cut potential losses by more than $500 million. And as of year-end 2025, crypto assets seized or frozen reached roughly $34 billion.
The gap between losses and recoveries is still wide. The IC3's next annual report will show whether 2026 is trending better — or whether the AI-enabled scam machine has found new gears.
