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Personnel intelligence: candidate profiles, resumes and assessment scores linked in an entity network

Personnel
Intelligence

Recruitment & Employee Assessment​

​On-premises. Explainable. Human-led decisions.

Standardised candidate evaluation without surrendering human authority.

Multi-source candidate ingestion

Upload CVs, applications, assessments, interview notes, forms and database exports.

Explainable AI summaries

Generate clear candidate profiles, suitability indicators, and evidence-linked reasoning.

Consistent evaluation criteria

Apply consistent role requirements and scoring across all candidates, reviewers, and committees.

Audit-ready decision records

Create audit-ready records for governance, reviews, appeals, and compliance.

What it does

Personnel Intelligence transforms fragmented recruitment and assessment material into a structured, searchable candidate workspace.


It helps HR teams and selection committees compare candidates consistently, generate documented reasoning, and produce briefing-ready outputs — while final decisions remain firmly with authorised human decision-makers.

HOW IT WORKS

Upload Documents

​Import CVs, applications, interview notes and assessment results into a role workspace

Structure candidate data

Extract qualifications, experience,
credentials and role-relevant evidence.

Review suitability indicators

Generate consistent summaries, comparison views and documented reasoning.

Justify and Audit

Create decision records and committee-ready outputs for human review.

WHAT YOU CAN INGEST

CVs & resumes
 

Application forms
 

Assessment reports
 

Interview notes
 

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Psychometric results
 

Employee records
 

Role requirements
 

Committee comments

Security & Governance

  • On-premises or private cloud deployment

  • No external data training by default

  • Role-based access control

  • Decision traceability and audit logs

  • Explainable candidate reasoning

  • Human authority remains mandatory

OPERATIONAL IMPACT

Reduce manual screening time

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Standardise reviewer output​​

Improve committee preparation

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Increase defensibility of decisions

HUMAN-LED DESIGN

The system supports — but never replaces —human decision-making.

 

It structures information, highlights evidence, and produces explainable outputs for qualified review and approval.

Outputs are analytical aids and require human review. Operational decisions remain with authorised personnel.

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