Confirm / Resources / Deepfake detection

Deepfake detection, powered by Pindrop Pulse

AI can clone a voice from seconds of audio. Confirm catches it — scoring every caller for liveness in real time, before fraud reaches your members.

Deepfake & liveness defense

Real-time deepfake detection, on every call.

Confirm brings Pindrop Pulse to community institutions — ML-driven liveness intelligence that listens to each caller and decides, in real time, whether the voice is a real, live human or an AI-generated fake.

99%
deepfake detection accuracy
<0.3%
false-positive rate
$1M
deepfake warranty*
Powered by Pindrop Pulse
Pindrop Pulse · LivenessNot live
12/ 100 liveness score
Synthetic voice detected — likely AI-generated caller
0 · NOT LIVE60 · LIVE100
Synthetic Replayed Ambient Modulated Live
Flagged in real time — before the call reaches an agent or self-service.

How liveness scoring works

Pulse adds two new signals to every call, without changing your existing risk or voice-authentication scores — liveness is additive, not a replacement.

  • Liveness Score (0–100) — the confidence that the caller is a real human. 60 or above reads as live; 30–59 is indeterminate; under 30 is not live.
  • Liveness Reasons — the why behind the score: live, synthetic (AI-generated), replayed (a recording), ambient (background TV/radio), modulated (electronically altered), or indeterminate.

The assessment is triggered after about two seconds of caller speech and continuously re-evaluated as more audio is collected — so a voice that starts clean but turns synthetic doesn’t slip through.

Where it runs

  • In the IVR — detect non-live calls in real time, tighten IVR verification, restrict self-service, and auto-route high-risk callers to specialized agents.
  • At the agent leg — raise verification requirements, or avoid servicing a non-live call altogether, before account changes happen.
  • After the call — review any call where the caller wasn’t detected as human, and flag or hold risky transactions.

Why it matters for your institution

  • Stop account takeover — block deepfakes and non-live calls from passing authentication, and keep them away from agents to protect handle time.
  • Brand protection — keep AI-driven fraud away from your members, backed by Pindrop’s industry-first $1M deepfake warranty.
  • Regulatory readiness — support emerging deepfake regulations such as NYDFS, with detection your examiners can see documented.
  • A trust advantage — members increasingly expect protection from AI voice fraud; liveness detection is something you can stand behind.

Want to see a synthetic call get flagged live? Request a walkthrough and we’ll show Pulse scoring a call end to end. $1M warranty terms and conditions apply.

See deepfake detection on a live call.

Tell us about your institution and we’ll walk you through Pulse end to end.

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