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ScamAI vs Resemble AI
Resemble Detect is genuinely capable — one model across audio, video, and image, real-time on calls, with a strong explainability story. But Resemble also builds voice-cloning technology, so it sits on both sides of the problem. ScamAI is independent — detection is the whole business — and runs on-device with Halo.
- Independent — we don't also sell cloning
- On-device at the edge — Resemble is cloud/on-prem
- Document-forgery & liveness for identity flows
At a glance
| Capability | ScamAI | Resemble AI |
|---|---|---|
| Multimodal detection (face, document, video) | Yes — one engine | Yes — audio, video, image, docs |
| On-device, real-time on live calls | Yes — Halo | Cloud (<300ms calls) |
| Document-forgery & liveness for identity flows | Yes, built in | Partial — KYC detection, not full IDV |
| Explainable, evidence-backed results | Yes | Yes — verdict + heatmaps |
| Cloud + on-prem / VPC deployment | Yes | Cloud, on-prem, air-gapped |
| Purpose-built for fraud & identity | Yes | Also sells voice cloning |
Comparison reflects ScamAI's assessment; verify current capabilities with each vendor.
Resemble AI at a glance
Resemble AI's core business is generative AI voice; its detection arm, Resemble Detect, spans audio, video, and image in a single unified model (DETECT-3B Omni), with real-time call detection and a genuinely strong explainability story — verdicts and heatmaps, not just a score.
Independent by design
Selling both cloning and detection puts one company on both sides of the problem. ScamAI has no synthetic-media product to protect — detection is the whole business, so there's no incentive conflict.
From detection to decision
Resemble Detect now reaches into KYC — evaluating documents, selfie, and voice — but not full identity verification, and it scores in the cloud or on an on-prem server. ScamAI adds document-forgery and liveness for identity flows and runs on-device with Halo at the edge, so a flagged deepfake connects to an approve, step-up, or decline without media leaving the endpoint. Comparisons here reflect ScamAI's assessment; verify current capabilities with each vendor.
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