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Deepfake and voice-fraud intelligence from the people building the detection. Real attacks, new generation models, what defends against them, and where the regulation is heading.

Intelligence3 min read

The $129 Million Call That Makes Vishing Readiness Practical

Executive voice impersonation has moved from a hypothetical concern to a testable control failure, and firms need evidence that urgent requests can be independently verified.

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Intelligence3 min read

Deepfake readiness is now an organisation-wide control

Synthetic identity risk is moving through recruiting, payroll and executive communications, so readiness must be tested across the workflows that confer trust.

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Intelligence3 min read

The Call Is Not the Control

AI voice fraud is becoming familiar vishing with a more convincing voice, so firms need evidence of how people verify unexpected requests, not another reminder that deepfakes exist.

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Intelligence3 min read

The Call Sounds Right. The Workflow Must Still Say No.

AI voice cloning turns a familiar caller into an operational test of how your organisation verifies urgent requests.

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Intelligence5 min read

Can Your People Verify a Trusted Voice Under Pressure?

Synthetic-voice vishing is now an operational risk, so regulated firms need evidence that their controls work in real conversations, not only on paper.

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Intelligence3 min read

A Familiar Voice Is Not Proof of Identity

AI voice cloning turns recognition into a weak control, so the question is whether your staff verify identity before acting on an urgent request.

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Intelligence3 min read

A Voice Is Not an Approval Control

The reported €95 million bank fraud is a reminder that payment workflows, not awareness training alone, must be tested against synthetic callers.

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Intelligence3 min read

A Trusted Voice Is Not an Approval Control

The test for AI voice fraud is not whether staff recognise a scam, but whether they follow independent verification when urgency arrives in a familiar voice.

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Intelligence3 min read

A Familiar Voice Is Not an Authorisation Control

The reported Fideuram fraud is a reminder that voice verification must end in an independently confirmed payment instruction, not recognition of a trusted executive.

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Intelligence5 min read

When the Caller Sounds Like Your CEO

AI voice fraud is testing whether urgency, authority and familiarity can override the controls your organisation believes are already in place.

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Intelligence3 min read

Awareness Is Not a Control Until It Works Under Pressure

AI-cloned executive and supplier voices turn familiar phone calls into payment-risk events, making tested behaviour and sealed evidence more important than another awareness module.

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Intelligence3 min read

Familiarity Is No Longer Proof of Identity

A Vishing Readiness Assessment tests whether people and escalation paths hold up when a familiar voice makes a high-risk request under pressure.

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Intelligence3 min read

A familiar voice is no longer an identity check

Recent fraud guidance points to a practical control question: will staff independently verify and escalate when a convincing caller applies pressure?

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Intelligence3 min read

When the Fraudster Calls Your People Directly

Phishing training matters, but it does not prove that staff and payment workflows can withstand a convincing vishing attempt.

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Intelligence3 min read

A Familiar Voice Is Not a Verification Control

Why regulated firms need to test how people verify urgent requests, not merely whether they recognise suspicious wording.

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Intelligence5 min read

The caller is familiar. The signal is not.

Deepfake calls are making voices, faces and caller IDs unreliable, so regulated firms must test the workflows that sit behind verification.

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Intelligence3 min read

When trusted channels fail, phone verification becomes resilience

The reported disruption to the Bankruptcy Noticing Center is a reminder that vishing readiness belongs in operational resilience, not only security awareness.

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Intelligence3 min read

When the boss’s voice authorises the transfer

The reported Fideuram incident is a reminder that payment controls must withstand convincing identity, voice and urgency together.

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Intelligence3 min read

If the voice sounds right, what happens next?

AI voice cloning makes familiarity a weak control, so regulated firms need evidence that staff can follow independent verification under pressure.

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Intelligence3 min read

The Control Test Behind an AI-Deepfake CFO Scam

A convincing face and familiar voice should never be able to bypass callback, approval, separation-of-duties and escalation controls.

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Intelligence3 min read

A Familiar Voice Is Not a Payment Control

A reported voice-cloning fraud case is a reminder that resilience depends on workflow design, escalation and evidence, not on asking staff to judge whether a voice sounds genuine.

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Research3 min read

We tested voice deepfake detectors the way attackers actually call

Office background noise hid a cloned voice from our own detector. The cause was how detectors average a call, not the model. Here is the test, the fix, and what to check in yours.

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Intelligence5 min read

The widening gap between AI voice-fraud losses and the controls firms rely on

The evidence is moving from theoretical threat to board-level risk, but many firms still test training and identity checks rather than the phone workflows attackers are targeting.

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Intelligence6 min read

One deepfake got seized. The other took a pension.

Two stories, eleven days apart, that belong together, and the enforcement gap between them.

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Intelligence5 min read

Voice cloning just became a desktop app you double-click.

An open-source app clones a voice in 646 languages from three seconds of audio, locally and free. The threat model just changed.

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