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Multi-Layer Fraud Prevention

Stop fake applicants and identity fraud

A two-layer fraud engine combines agentic AI metadata forensics with multi-modal biometric identity binding — detecting bots, mass applications, AI-written resumes, and identity swaps before they reach your pipeline.

Layer 1 — AI & Metadata Forensics

Catch bots and fabricated applications

Velocity Detection

Flags bot-like application bursts, mass-spray patterns, and mechanically consistent timing intervals that signal automation.

🌐

IP Collision Analysis

Detects multiple identities applying from a single IP address — a strong signal of coordinated fraud.

📝

Resume Forensics

Scores content for thin or padded resumes, disposable email domains, duplicated phrasing, and AI-generated language density.

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Contact Consistency

Cross-checks the email in the resume against the application email to catch mismatches and impersonation.

Layer 2 — Biometric Identity Binding

Verify the same person throughout

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Typing Signatures

Builds a keystroke-dynamics signature during assessments and interviews to confirm a consistent author across sessions.

👤

Face Presence Checks

Multi-modal face-presence signals help confirm the candidate taking the assessment is the same one in the interview.

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Identity Binding

Links biometric signals across screening, assessment, and interview to detect identity swaps and proxy test-takers.

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Combined Fraud Score

Fuses Layer 1 and Layer 2 signals into a single, explainable risk score with evidence for every flag.

For Compliance & Talent Teams

Trustworthy candidates, explainable decisions

Every fraud signal comes with a severity, a human-readable detail, and the evidence behind it — so your team can act with confidence and defend decisions.

  • Real-time fraud dashboard across all applications
  • Per-candidate fraud reports with itemized signals
  • Severity levels: critical, high, medium, low
  • Designed to reduce wasted interview time on fake applicants
  • Works automatically as candidates apply and complete evaluations
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Fraud Prevention Dashboard

Keep fraud out of your hiring funnel

Two layers of AI-powered fraud prevention, working automatically. Get started with SkillIQ.