The Future ofHiring is Verified.
CAPVIA replaces biased resumes with evidence-based, verified developer DNA — through real-time code sandboxes and proctored AI interviews.
Huzaifa Ansari
Candidate DNA Verified
94%
ATS Match Accuracy
vs 52% industry average
3.2×
Faster Hiring Cycles
From apply to offer
99.1%
Proctoring Accuracy
Zero false-positives
40K+
Candidates Verified
Across all assessment types
The Verification Pipeline
From Application to Verified Hire
Five AI-powered stages — each generating objective, tamper-proof data that eliminates bias and surfaces genuine talent.
Stage 01 · ATS Engine
AI Resume Screening
The CAPVIA ATS semantically maps candidate resumes to job requirements using transformer-based NLP — detecting real skills, not keyword stuffing.
- Semantic skill extraction
- Gap analysis vs. job spec
- Instant ATS score (0–100)
Stage 02 · Sandbox Engine
Live Code Simulation
Candidates solve real-world coding challenges in a proctored, browser-native IDE. CAPVIA evaluates correctness, complexity, and coding style — not just pass/fail.
- Multi-language sandbox
- Real-time execution & scoring
- Camera + screen proctoring
Stage 03 · Interview Engine
AI Speech Interview
A proctored, AI-conducted video interview assesses communication clarity, confidence, and technical depth — transcribed and scored in real time.
- Adaptive question generation
- Speech & sentiment analysis
- Integrity telemetry
Stage 04 · Integrity Engine
Behavioral Integrity Check
Every session is monitored for tab-switches, look-aways, phone detections, and copy-paste events. A tamper-proof trust index ensures honest assessments.
- AI gaze & attention tracking
- Tab-switch & device detection
- Integrity trust index
Stage 05 · DNA + Ranking Engine
DNA Profile & Ranking
All scores are combined into a composited, explainable CAPVIA DNA Index — ranking candidates by verified competence, not self-reported claims.
- Weighted composite scoring
- Explainable AI recommendations
- Candidate DNA radar
Unverified Kubernetes skill listed with zero supporting project records in timeline.
Deep Semantic Resume Intelligence
Traditional ATS screens miss key concepts; CAPVIA parses and measures real semantic alignment to active jobs.
Proctored Coding Workspaces
Verify raw technical capabilities in real time with secure browser IDEs and automated test case runner logs.
Matrix Integrity
Write a function that validates if the sum of elements in every row of a square matrix is strictly greater than 0.
Constraints
matrix.length == matrix[i].length// CAPVIA Simulation Workspace
// Candidate: John Doe (Attempt #1494)
function verifyMatrixIntegrity(matrix: number[][]): boolean {
const size = matrix.length;
for (let i = 0; i < size; i++) {
const rowSum = matrix[i].reduce((a, b) => a + b, 0);
if (rowSum <= 0) return false;
}
return true;
}
// Running test case #1: [Success]
// Running test case #2: [Success]"How do you handle state persistence across microservices in a high-concurrency architecture?"
""
AI-Scored Video Interviews
Conduct structured browser interviews with face tracking proctor telemetry and real-time semantic speech transcript matching.
Automated Integrity Trust Index
Secure, low-friction browser proctoring fuses risk parameters from all evaluation phases into a single composite Trust Index.
Trust_Index = (Integrity * 0.45) + ((1 - AI_Dep) * 100 * 0.30) + (ATS_Norm * 0.25)> Weights configurable dynamically. _
Flagged if candidate exits the test interface.
Blocks Copy/Paste, DevTools (F12, Ctrl+Shift+I).
Flagged if eye direction drifts or faces disappear.
Auto-terminates session if secondary monitors are active.
9-Dimensional Capability Profile
Consolidate assessment data into a permanent, verifiable radar-mapped talent profile showing raw merit.
Designed for Recruiters and Candidates
Explore a cohesive system designed to simplify high-volume screening and support talent progression.
Acme Corp Leaderboard
Software Engineer Intern vacancy
| Rank | Candidate | ATS Score | Risk Level | Recommendation | Composite Score |
|---|---|---|---|---|---|
| #1 | John Doe | 94% | Low | PLATINUM | 91.8% |
| #2 | Alice Smith | 89% | Low | GOLD | 84.2% |
| #3 | Robert Johnson | 82% | Low | GOLD | 72.4% |
Why CAPVIA
The Verified Advantage
See how CAPVIA compares to conventional hiring processes — at every stage that matters.
CAPVIA
RecommendedTraditional HR
Generic ATS
Comparison based on standard HR platform capabilities. Features may vary by provider.
Six Verified Engines
CAPVIA runs candidate capabilities through six specialized verification engines.
ATS Intelligence
Extracts capability vectors directly from resume files. Computes semantic alignment against job descriptions while completely bypassing layout keyword-stuffing bias.
AI Simulation
Browser-based sandbox testing code performance, complexity, and correctness in real time.
AI Interview
Webcam proctored dynamic speech QA measuring communication efficiency and soft skills.
DNA Capability Profile
Aggregates coding scores, semantic matcher indexes, and video interview metrics into a secure, portable candidate passport showing true merit.
Hiring Signals
Generates instant ranking lists, candidate highlights, and integrity flags automatically.
Analytics
Deep pipeline metrics, candidate conversion rates, and skill distribution telemetry.
Enterprise Security as Standard
We process high volumes of sensitive talent profiles. CAPVIA maintains data privacy, secure tokens, and objective algorithm fairness.
AES-256 Data Encryption
All resume documents, webcam video streams, and transaction details are encrypted at rest and in transit (SSL/TLS).
Tenant Isolation & Privacy
JWT tokens scopes Candidate, Recruiter, and Admin spaces strictly, ensuring access is limited to validated resource owners.
Bias-Free AI Fairness
Evaluation models (SBERT/KeyBERT) are calibrated strictly on capability parameters, ignoring demographic or name variables.
Compliance & Audit Logs
System activities log events to secure databases. Fully prepared for SOC-2 Type II audits and GDPR requirements.
Trusted Globally
What Hiring Teams Are Saying
"We reduced our time-to-hire by 60% and eliminated four rounds of technical interviews. CAPVIA's DNA profiles tell us everything we need in one report."
Priya Mehta
Head of Engineering · FinStack Technologies
"The AI interview flagged communication gaps we never would have caught in a 30-minute phone screen. The shortlist quality is dramatically better."
Arjun Kapoor
Talent Acquisition Lead · Growthify
"As a candidate, I finally felt evaluated on actual skills, not how well I write a cover letter. The AI interview was challenging but fair."
Sana Qureshi
Software Engineer (Hired via CAPVIA) · CloudMind
"The integrity module alone saved us from hiring a candidate who had clearly fabricated their resume. The trust index flagged it within minutes."
Ravi Sharma
VP of People · InfraBuild
"Our HR team went from spending 3 hours per candidate to reviewing a 2-page DNA report. The ROI is undeniable."
Neha Joshi
HR Director · SkyScale
"The code sandbox is genuinely impressive — it runs real code, catches edge cases, and scores complexity. We haven't written a take-home test since."
Kabir Singh
CTO · Nexlayer
Frequently Asked
Everything You Need to Know
Stop Hiring on
Assumptions.
Join thousands of companies that have switched to evidence-based, AI-verified hiring through CAPVIA's DNA-first platform.
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