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ScamAI vs Incode
Incode is a Gartner-Leader identity-verification platform that now ships Deepsight, a dedicated deepfake engine. It's excellent at onboarding — but that's its center of gravity. ScamAI defends every call, claim, and login after onboarding, runs on-device for live meetings, and deploys on-prem/VPC.
- Protects the whole relationship, not just onboarding
- On-device Halo for live meetings & calls
- Vendor-neutral risk signal — drops into any IDV stack
At a glance
| Capability | ScamAI | Incode |
|---|---|---|
| Multimodal detection (face, document, video) | Yes — one engine | Yes — IDV suite + Deepsight |
| On-device, real-time on live calls | Yes — Halo | On-device at capture; no live calls |
| Document-forgery & liveness for identity flows | Yes, built in | Yes — full IDV suite |
| Explainable, evidence-backed results | Yes | Yes — Risk AI, audit logs |
| Cloud + on-prem / VPC deployment | Yes | Cloud + on-device |
| Purpose-built for fraud & identity | Yes | Onboarding-first |
Comparison reflects ScamAI's assessment; verify current capabilities with each vendor.
Incode at a glance
Incode is a scaled identity-verification platform named a Leader in the 2024 and 2025 Gartner Magic Quadrant for Identity Verification: facial recognition, document verification across 4,900+ document types, passive liveness, KYC/KYB orchestration, and now Deepsight — a dedicated deepfake-detection engine.
Deepfake-native, and vendor-neutral
Incode's Deepsight is a real deepfake engine — but it's native to Incode's own platform, licensed as part of their score. ScamAI is deepfake-native too, and vendor-neutral: it drops into whatever IDV stack you already run — including Incode — as an independent, on-device risk signal, instead of asking you to move onto one platform.
Fraud defense doesn't end at onboarding
Incode's center of gravity is the verification event, and its on-device work covers liveness at capture — not live meetings. Executive impersonation and deepfaked calls happen long after onboarding; Halo defends the whole relationship on-device, and ScamAI deploys on-prem/VPC where Incode focuses on cloud and edge.
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