Egidio
Report · 2026

Generative AI & voice deepfakes

Generative AI didn't invent the phone scam — it changed its scale and its realism. Here's what the organizations tracking the phenomenon are documenting.

A documented change of scale

In 2026, the FBI introduced a dedicated "AI-related" descriptor into its IC3 complaint center — an official acknowledgment that these scams now form a category of their own. In the very first year of this classification: more than 22,000 reports, for nearly $900 million in losses.

On the voice side specifically, Pindrop's (a voice-security specialist for call centers) 2025 Voice Intelligence and Security Report measured a 1,300% rise in voice deepfake fraud attempts in 2024, and estimates call centers' potential exposure at roughly $44.5 billion in fraud for 2025.

+1,300%
Rise in voice deepfake fraud attempts measured in 2024.
Pindrop, 2025 Voice Intelligence and Security Report. Accessed 07/14/2026.
22,000+
Complaints the FBI (IC3) classified as "AI-related" in the first year of this new descriptor.
FBI, 2026 communication on IC3 complaint classification. Accessed 07/14/2026.

A documented case

In early 2024, an employee at a multinational company was deceived by a video conference entirely populated by AI-generated participants, impersonating several of the company's executives — to the point of authorizing a $25.6 million transfer. The case was documented by Hong Kong police and widely covered by specialist press.

Why it's different from a classic phone scam

A fake-bank-advisor or fake-tech-support scam relies on a script and the scammer's conviction. A scam powered by generative AI can additionally reproduce a recognizable voice — that of a relative, a boss, a child — from a very short audio sample, which makes the usual verification reflex ("I recognize their voice") far less reliable than it used to be.

🔒 Facing this change of scale, human verification alone isn't always enough anymore. Egidio doesn't try to "recognize a voice" — it analyzes the call's behavior and connects it to other channels (text, messaging) to spot the scam scenario, not just the voice. See the global scam report.

Frequently asked questions

What is a voice deepfake?

A synthetic voice generated by artificial intelligence, trained to imitate a real person's voice — a relative, an executive, an advisor — from a short audio sample.

Does the FBI really track AI-related scams?

Yes. In 2026 the FBI introduced a dedicated "AI-related" descriptor in the complaint classification of its IC3 center: more than 22,000 reports and nearly $900 million in losses in the very first year.

Can you protect yourself from a voice deepfake?

The best reflex is still to verify through a second channel (call back a known number, send a message) before taking any urgent action requested by phone. Egidio also identifies known scam patterns, regardless of how realistic the voice sounds.

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