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The Science Behind Evidence-Based Hiring

How Team DNA Profiling Works

How structured interviews, trait extraction, and bias monitoring combine to produce consistent, auditable, evidence-based hiring decisions.

Step 1

Employee Video Capture

Your high-performing team members complete a structured interview — the same questions, the same order — surfacing the traits, behaviours, and decision-making patterns behind their performance.

Asynchronous & Structured

Same questions, same order, completed at the team member's convenience.

Multiple Perspectives

Five or more high performers contribute, ensuring the profile reflects what consistently drives success — not one individual's style.

Behavioural Signal

Structured responses that surface the traits and patterns predicting performance in your team.

Drop video here or click to upload

2-5 minute video • MP4, MOV, WebM

Trait Extraction
Pattern Recognition
Success Metrics
Team DNA
Step 2

Advanced AI Analysis

Our AI analyses the structured responses to identify the traits, behaviours, and reasoning patterns that distinguish high performers in your team — and weights each one by how strongly it predicts performance.

Trained Models

Trait extraction calibrated against validated performance benchmarks across diverse industries and roles.

Weighted Trait Profile

The system generates a 20-dimension trait profile, with each dimension weighted by how strongly it differentiates high performers.

Validated Accuracy

Model performance is regularly benchmarked against 12-month hiring outcomes, with documented updates.

Step 3

Structured Candidate Interviews

We generate structured interview questions designed to score candidates against the traits and behaviours your Team DNA profile has identified as predictive of performance.

Role-Calibrated Questions

Each interview is built to assess the specific traits and behaviours that predict performance in the role.

Behavioural Assessment

Questions built on the STAR methodology, scored against a competency rubric calibrated to your Team DNA profile.

Candidate-Friendly Experience

Asynchronous interviews candidates complete in their own time, with full transparency about how their responses are evaluated.

AI Question 1

"Describe a recent decision where you had to weigh competing priorities. What was the situation, what did you do, and what was the outcome?"

AI Question 2

"How do you approach collaboration in teams with diverse perspectives..."

AI Question 3

"Tell me about a project that didn't go to plan. What did you do, and what would you do differently next time?"

The Complete Process

Data Flow Visualisation

How structured interviews become a weighted trait benchmark — and how candidates are scored against it.

Input01

Employee Interviews

Structured interview responses

Process02

Transcript Extraction

Convert speech to text

Process03

AI Analysis

Deep learning pattern recognition

Output04

Team DNA Profile

Weighted trait benchmark

Input05

Candidate Interview

AI-powered questions

Process06

Scoring Engine

Score candidates against the profile

Output07

Trait Alignment Score

Ranked candidates with evidence

Watch the automated flow in action

Proven Results

The Numbers Speak for Themselves

Real metrics from companies using Palantrix

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Match Accuracy

Trait alignment scores validated against 12-month performance and retention outcomes

+12% vs traditional methods
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Time Saved

Reduction in time-to-hire from initial screening to final decision

Average: 18 days faster
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Retention Rate

New hires still thriving after 12 months, exceeding industry average

+23% vs industry avg
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Interviews Conducted

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Client Satisfaction

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Cost Reduction

Fair & Compliant

Auditable, Compliant, Built for the EU AI Act

Our platform is built as a high-risk AI system from first principles — with the documentation, transparency, bias monitoring, and human oversight required by the EU AI Act.

Transcript-Only Analysis

Transcript-only analysis — by removing appearance and voice from the evaluation, we eliminate an entire class of bias channels common in video assessment. Remaining linguistic-bias risks are continuously monitored and mitigated through our bias audit process.

Built for the EU AI Act

Conformity assessment, technical documentation, bias monitoring, and human oversight engineered in for the August 2026 deadline.

Consistent Evaluation

Every candidate is scored on the same questions and the same rubric. Outputs are continuously audited for demographic disparity, and any predictor showing adverse impact is removed via iterative predictor removal — our bias mitigation methodology.

Privacy First

All video and transcript data is encrypted and stored securely. Candidates maintain full control over their information, and we comply with GDPR and international data protection standards. Data hosted in EU/Irish AWS regions.

Ready to Transform Your Hiring?

Join companies using evidence-based AI to make better hiring decisions — with full audit trails and EU AI Act-ready documentation.