Architecture Breakdown

10-Module Candidate Verification Engine

Learn how NexCV combines Fact-Graphs, Adaptive IRT testing, HMAC cryptographic tokens, and STAR interview defense into an unbeatable candidate readiness ecosystem.

⚡ Interactive Platform Showcase (1 / 10)

NexCV 10-Module Engine Ecosystem

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Module 1

Atomic Fact-Graph Engine

Strict Zero-Hallucination Resume Constraints

Traditional LLMs invent technologies or exaggerate experience. NexCV converts raw resume text into a directed Fact-Graph. Missing JD skills are strictly routed to testing instead of being hallucinated into experience.

  • ✓Deconstructs resume into atomic JSON nodes
  • ✓Strict zero-hallucination constraint during framing
  • ✓Routes missing competencies to diagnostic testing
Atomic Fact-Graph Engine
Atomic Fact-Graph Engine — NexCV System Imagenexzen.me
01

Fact-Graph Engine

Deconstructs your resume into atomic facts. Tailoring is strictly constrained to your actual facts—no invented experience.

02

Adaptive Diagnostic Testing

When experience gaps are identified, the AI generates a 5-question targeted exam to prove practical competency.

03

Cryptographic Proof Badges

Scoring 80%+ generates a signed verification URL (nexcv.me/verify/ID) and injectable resume bullet points.