Hiring is a prediction problem. Solve it with evidence.
Recruitment, High-potential Identification, and Succession Planning, Built on the Selection Science That Actually Predicts Who Will Perform, Develop, and Stay.
Unstructured Hiring Degrades the Decision.
Effective hiring means forecasting which candidate will perform, develop, and remain in a role. Decades of criterion-validity research, from Schmidt and Hunter's meta-analyses onward, show the most predictive approach combines cognitive ability, structured personality measurement, situational judgement, and competency evaluation. Relying on a single method, or on unstructured interviews alone, substantially reduces the accuracy of the decision.
“Importing Western normative frameworks introduces construct-irrelevant variance. Nova provides locally validated, culturally adapted instruments built for the region.”
A Staged Selection Architecture, Best Fit First.
Lower-cost Screening Tools Run First to Narrow the Pool; Higher-fidelity Methods Are Reserved for the Decision-critical Stage. Economically Efficient, Lower Adverse Impact, Most Predictive Tools Where They Matter.
Pre-screening
Application review and eligibility filtering. Establishes minimum criteria before assessment resources are deployed.
Cognitive Ability (V, N, A)
Verbal, numerical, and abstract reasoning via CAT and IRT. ~12–15 min per domain. Strongly predictive of learning potential and performance.
Personality & Motivation (NPQ)
15 primary traits, 30 sub-traits anchored to the Big Five. ~20 min. Predictive of work style, fit, and motivation.
Situational Judgement (SJT)
Video-based realistic job scenarios assessing behavioural judgement and integrity. Adds incremental validity over cognitive and personality measures alone.
Emotional Intelligence (EI)
Self-awareness, emotion regulation, interpersonal sensitivity, and resilience. Especially relevant for collaborative and leadership roles.
Assessment Centre
Competency-based structured interview, business simulation, and Nova40 role-fit scoring. Applied to the shortlist. Highest fidelity.
The Tools Behind the Decision.
Cognitive Ability (V, N, A)
Verbal, numerical, and abstract reasoning to measure readiness and learning potential.
NPQ, Personality & Motivation
The bedrock of role and sector fit, identifying the intrinsic drivers of performance.
SJT, Situational Judgement
Behavioural judgement and integrity in realistic job scenarios.
EI, Emotional Intelligence
Interpersonal effectiveness and resilience.
Nova40
Competency role-fit scoring across the framework.
Assessment Centre
Structured interview and business simulation at highest fidelity.
A Defensible, Rank-ordered Hiring Decision.
A 1–100 composite score you can defend to a board and a regulator
Reduced adverse impact through staged, evidence-based filtering
Culturally valid, Arabic-first assessment, fair and accurate in context
A shortlist built on prediction, not impression
Experience Nova's Hiring & Selection Methodology on Your Own Roles
Book a Personalized Demonstration and See How Nova Applies Evidence-based Hiring and Selection to the Roles That Matter Most to Your Organization.
Develop Leaders Through Evidence-Based Insight.
Talent Development Programmes, Executive Coaching, and Placement, Built on an Objective Psychometric Baseline, Not a Generic Capability Model.
Without an Objective Baseline, Development Becomes a Reflection of Bias.
Leadership development without objective baseline data risks replicating subjective assumptions about what good leadership looks like. Broadly designed programmes deliver generic capability-building that fails to address each participant's specific developmental needs, or to protect against their specific derailment risks. The rigorous alternative: establish an objective psychometric baseline, then target development to the individual's profile.
“The combination of NPQ, Emotional Intelligence, and 360°/180° Feedback creates a three-dimensional portrait of the leader, how they see themselves, how others experience them, and what the evidence suggests.”
Establish the Baseline Before Designing the Intervention.
360° feedback works best as a development instrument, not a performance evaluation tool, combined with a structured debrief led by an occupational psychologist.
From Baseline to Sustained Leadership Pipeline.
Talent Development Programmes
Structured learning journeys aligned to organisational frameworks. The Nova40 framework provides the structural backbone, learning objectives mapped directly to identified competency gaps.
- Coaching & Development Report
- Team Styles Report
Executive Coaching
Assessment data gives coach and coachee a shared, objective frame, depersonalising feedback and anchoring conversations in evidence, led by chartered psychologists.
- Facilitated debriefs
- Behavioural target tracking
Performance Derailment Risk
Surfaces personality-based vulnerabilities that emerge under pressure. Reframing a derailer from a character flaw into a manageable tendency.
Scientific Tools for Leadership Precision.
Validated Psychometrics That Translate Complex Human Behaviour into Actionable Development Data.
NPQ, Personality & Motivation
The trait architecture shaping habitual approaches to work, relationships, and challenge.
Emotional Intelligence
Self-awareness, regulation, and relational effectiveness, predictive beyond ability.
360°/180° Feedback
Multi-source perception across the Nova40 framework.
Cognitive Ability (V, N, A)
Learning agility in complex environments.
Leadership Compass Report
Behavioural leadership map across four areas.
Coaching & Development Report
Prioritised development themes.
Team Styles Report
Impact on group dynamics.
Performance Derailment Report
Vulnerabilities that surface under pressure.
Individually Tailored Development That Sticks.
An objective three-dimensional leadership baseline
Development targeted to the individual, not a generic model
Blind spots and derailment risks made explicit and actionable
A sustained leadership pipeline anchored in evidence
See Nova's Leadership Development Methodology in Action.
Book a Demo and We'll Walk Through a Leader's Baseline-to-development Pathway, in Arabic or English.
Measuring national talent, fairly and at scale.
Human Capital Transformation, Localisation, and National Workforce Development, Sovereign, Arabic-native Psychometric Infrastructure Built for Vision 2030.
National Transformation Needs Measurement at Scale.
Vision 2030 is one of the most ambitious human capital transformation programmes in the world, building a diversified, knowledge-based economy anchored in Saudi talent. Central to it is the challenge of measuring, developing, and deploying human capability at national scale: accurately, fairly, and grounded in local culture rather than imported wholesale from Western frameworks.
“Structured psychological measurement offers objectivity at scale, reducing reliance on subjective judgement and credential-based proxies. Psychometrics is a structural enabler of fair, evidence-based human capital decisions.”
Where Nova Powers the National Agenda.
Decision 616 established the Mufadala scoring framework for placing government employees during restructuring, a high-stakes process determining employment, role, and trajectory. Nova provides the psychometric infrastructure: a sovereign, locally hosted, Arabic-native alternative to third-party tools.
- Objective competency scoring aligned to Mufadala
- AI-powered anti-cheating and proctoring
- Instant bilingual reporting at scale
- Full PDPL compliance, data in-Kingdom
Accurate talent classification at scale (Cognitive + NPQ), sectoral workforce planning via STS (70,000+ validated bilingual items across 10 sectors) to identify capability gaps as national intelligence, and objective evaluation of training impact, moving from activity-based to outcome-based accountability.
Assessing graduates across cognitive ability, personality, and competency before they enter the labour market gives both sides objective, standardised data beyond a degree or CV. For Mawhiba, assessment enables early identification of exceptional cognitive ability and creative potential in young Saudis.
- The competency-based CV, auto-generated, Nova40 and HRSD-aligned
The National Toolkit.
Cognitive Ability (V, N, A)
Learning potential and readiness to develop across the workforce.
NPQ, Personality & Motivation
Placement into the appropriate roles and sectors.
Competency-Based Resume
Auto-generated capability profile, Nova40 and HRSD-aligned.
360°/180° Feedback
Performance management and development input.
Fair, Sovereign, Evidence-based Human Capital Decisions.
Objective measurement at national scale
Meritocratic placement that replaces subjective discretion
National workforce intelligence, where talent is strong, where investment is needed
Sovereign infrastructure: Arabic-native, in-Kingdom, compliant
See How Nova Supports Your National Programme.
Book a Demo and We'll Walk Through a Government-scale Application, in Arabic or English.
Redeploy Talent with Evidence. Transform with Confidence.
Organisational Restructuring, Workforce Rationalisation, and Large-scale Redeployment, Placement Decisions Made on Validated, Auditable Data Rather Than Managerial Discretion.
Restructuring Decisions Are High-stakes & Easily Contested.
During restructuring and workforce rationalisation, placement decisions directly determine individuals' employment, role, and career trajectory. The integrity of such a process requires decisions made on objective, validated evidence rather than subjective assessment or managerial discretion, both to be fair and to be defensible.
“Manual, spreadsheet-based placement is slow, inconsistent, and hard to audit. Objective competency scoring replaces discretion with evidence, and produces a record that withstands scrutiny.”
Objective Placement Scoring at Scale.
The Same Engine Behind Government Restructuring.
Nova assesses people across the relevant competency dimensions and generates weighted composite scores that directly inform placement, the same architecture behind government restructuring under the Mufadala framework (Decision 616).
Psychometric Precision.
NPQ, Personality & Motivation
The bedrock of role and sector fit analysis, identifying the intrinsic drivers of performance.
Cognitive Ability
Verbal, Numerical, and Abstract reasoning to measure readiness and future learning potential.
360°/180° Feedback
Integrating multi-rater performance and development input into the transformation dataset.
C-B Resume
Competency-Based capability profiles designed specifically for high-accuracy redeployment matching.
Fair, Fast, Auditable Workforce Decisions.
Placement on objective evidence, not discretion
An auditable record that withstands scrutiny
Placement cycles compressed from weeks to days with Taskeen
People matched to roles they genuinely fit
See Nova's Workforce Transformation Methodology.
Book a Demo and We'll Walk Through an Objective Placement Flow, in Arabic or English.