DECISION INFRASTRUCTURE

From Vacancy to Accountable Decision

Decision infrastructure for structured, explainable and defensible hiring decisions.

ObjectivEye transforms hiring into a governed decision system.From role definition to final selection, every step becomes structured, traceable and audit-ready

THE SYSTEM

WHY HIRING IS BECOMING A GOVERNANCE ISSUE

Hiring shifts from interpretation to structured evaluation. Increasing accountability over hiring decisions.

Current state

REGULATION

Rising legal and compliance expectations

AI ACCOUNTABILITY

Al-supported decisions must be explainable and transparent

HIRING DECISIONS

Organizations must justify how and why

UNSTRUCTURED PROCESSES

Inconsistent, subjective, hard to audit

emerging reality

WORKFLOW

How decisions are structured

From role definition to fair comparison

Define competencies

Idently key sails and behaviors

Translate into evaluation criteria

Set clear, standardized measures

Structure scoring

Apply comsistent and dato-driven ratina:

Capture evaluations

Record at scares and foodbori

Compare candidates

Make fair, data-backed hing decisions

ARCHITECTURE​
ARCHITECTURE​

A consistent system behind every decision

Role architecture​

Competencies and criteria are defined before evaluation begins, grounded in recognised frameworks and role-specific requirements.

Evaluation is structured, consistent, and comparable across roles, assessors, and decision moments.

AI supports interpretation, while outcomes remain human-reviewed, traceable, and auditable.

ARCHITECTURE

The system behind structured decisions

● ● ● ●
A reusable decision infrastructure built on role-based logic
System components
ObjectivEye – Governance Section
Governance Layer

Built-in governance and compliance

ObjectivEye embeds oversight across the full decision lifecycle.

Decision Flow – Governance Overlay
01
Stage 01 · Define
Role & Criteria Definition

Skill criteria locked before evaluation opens. No post-hoc rationalisation permitted.

02
Stage 02 · Evaluate
Structured Multi-reviewer Scoring

Standardised rubrics across all reviewers. Score deviation flagged in real time.

03
Stage 03 · Review
Explainable AI-assisted Review

AI surfaces patterns. Human reviewer confirms or overrides every output.

04
Stage 04 · Monitor
Governance Dashboard

Real-time visibility into evaluation quality, reviewer consistency, and score distribution.

05
Stage 05 · Record
Audit-ready Decision Log

Every step recorded with full traceability — from criteria input to final decision output.

Control Mechanisms
Human-in-the-loop checkpoints

Every AI output requires human confirmation. No autonomous hiring decisions ever.

Reviewer traceability

Every reviewer action logged with timestamp, rationale, and outcome. Fully attributable.

Score deviation monitoring

Statistical outliers in reviewer scoring flagged automatically for calibration review.

EU AI Act readiness

Aligns with high-risk AI system requirements – documentation, human oversight, and transparency built in.

Full audit documentation

Complete chain of custody for every decision – exportable for regulatory inspection at any time.

WHAT CHANGES

Better decisions, Lower risk

Improve decision quality through
structured, consistent evaluation
LANDSCAPE

Where current hiring creates risk.

Most tools manage process or support selection, but do not structure how decisions are made.

Capability ATS Systems AI Screening Tools ObjectivEye
Skill-based Role Architecture Limited Partial Native
Structured Evaluation Limited Limited Full
Explainable AI No Limited Yes
Governance Controls No No Built-in
Audit-ready Decision Logs No No Yes
Reusable Talent Intelligence No No Yes

How ObjectivEye compares

Skill-based role architecture
ATS
Limited
AI screening
ObjectivEye
Native
Structured evaluation
ATS
Limited
AI screening
Partial
ObjectivEye
Full
Explainable AI
ATS
AI screening
Limited
ObjectivEye
Built-in
Governance controls
ATS
AI screening
ObjectivEye
Built-in
Audit-ready decision logs
ATS
AI screening
ObjectivEye
Reusable talent intelligence
ATS
AI screening
ObjectivEye
ObjectivEye – Structured Decisions
Framework for structural decisions

Structured decisions are auditable and defensible.

Human intuition and informal deliberation are often source quality hires shows. Formalised structure removes that risk.

Skill-based evaluation

Builds competency matrices across 17+ standardised dimensions, helping organisations develop a high-accuracy talent.

Standardised scoring

Structured rubrics reduce evaluator variance and strengthen comparability.

Traceable decisions

Every score and decision is logged using transparent, retrievable, and audit-ready evaluations.

Build for regulated environments

Designed for high-risk, high-volume decision contexts where accountability is not optional.

  • EU AI Act aligned
  • Preserve the hiring accountability
  • Full audit documentation
  • Version-controlled decision logic

From selection to reusable talent data

Every shortlisted evaluation generates reusable insight that strengthens future decisions.

  • Reduced re-hires
  • Stronger workforce alignment
  • Lower regulatory exposure
  • Institutional skill visibility
Deployment & BUSINESS MODEL
DEPLOYMENT & BUSINESS MODEL

HOW THIS WORKS IN YOUR ORGANIZATion

ObjectivEye is delivered as an enterprise SaaS platform integrated within existing hiring systems. The commercial model aligns with large-scale recruitment processes and institutional governance requirements. 

Enterprise platform access

Organisations subscribe to ObjectivEye’s decision infrastructure for structured workforce selection. 

Usage-aligned scaling

The platform scales with candidate evaluation volume, aligning costs to recruitment activity. 

System
integration

ObjectivEye integrates with ATS and HR Systems while preserving existing workflows. 

Governance-ready deployment

Implementation includes configuration of competency frameworks, evaluation models and governance controls. 

INTEGRATION

WORKS WITH YOUR EXISTING SYSTEMS

 A decision layer integrated into existing HR and recruitment systems

Proven in real hiring decisions

In partnership with De Nederlandsche Bank, ObjectivEye evaluated over 1,000 candidates delivering 130% more precise shortlists, 25% broader talent diversity, and 90% AI-human decision alignment.

more suitable canidates identiftied
0 %
Broader qualified candidate pool
0 %
fully explainable decisions with audit log
0 %
AI–human decision alignment
0 %
OUTCOMES

Measured outcomes in real hiring decisions.

Validated in a regulated environment with 1,000+ candidates.

Evaluator agreement with AI-supported scoring
0 %
More suitable candidates identified
0 %
Women in top-ranked candidates
0 %
Deployment

From role-level application to organisation-wide consistency

1
Start with defined roles
2
Define competency profiles
3
Configure structured evaluation
4
Apply within hiring workflows
5
Scale across teams and roles
TESTIMONIALS

What others are saying about us

Decision infrastructure for modern hiring systems

What others are saying about Us

ObjectivEye transforms hiring from a transactional process into a governed capability system.
Organisations can scale hiring without scaling risk.