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Talent Analytics
Intelligence for Human Potential
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Intelligence for Human Potential

Human potential is more than a CV.

We transform multidimensional talent data into actionable intelligence about capability, potential, development and opportunity — for individuals, organisations, education institutions and governments.

Talent Analytics network diagram showing how multidimensional human data is connected into talent intelligence
talent intelligence · living profile
Traditional talent systems
  • Education
  • Job titles
  • Years of experience
  • Certifications
  • Performance ratings
Static information.
But people are multidimensional

Potential is shaped by skills, behaviour, interests, motivation, experiences, relationships, learning patterns, aspirations, values and the environments in which people operate.

Resolving signals…
Talent Intelligence

Traditional systems ask: What has this person done?

Talent Intelligence also asks:

  • What can this person do?
  • What could this person become?
  • What should they learn next?
  • Who should they collaborate with?
What is Talent Analytics?

The science of transforming multidimensional human data into intelligence.

Our approach combines six disciplines into one continuous view of capability.

Talent Data

Understanding the information that describes a person's capabilities, experiences and development.

Behavioural Insights

Understanding how individuals think, collaborate, learn, communicate and respond to different environments.

Skills Intelligence

Mapping existing capabilities, adjacent skills, emerging competencies and future skill requirements.

Talent Assessment

Identifying strengths, gaps, interests, readiness and development priorities.

Analytics & AI

Using analytical models to identify patterns, relationships and possible pathways.

Decision Intelligence

Turning insight into practical recommendations for individuals and institutions.

From talent data to talent intelligence

Four levels of intelligence.

01What do we know?

Descriptive Analytics

Build a structured understanding of the individual or talent population.

SkillsEducationExperienceProjectsCompetenciesInterestsBehavioural attributesCredentialsAchievementsLanguagesNetworksCareer history
02Why is this happening?

Diagnostic Analytics

Identify relationships and factors influencing talent outcomes.

Why are particular employees disengaging?Why are graduates struggling to transition into employment?Why do certain individuals progress faster than others?Where are capability gaps emerging?Which environments support stronger performance?
03What could happen next?

Predictive Analytics

Use historical patterns, signals and contextual information to identify potential trajectories. Predictive outputs should support human decision-making rather than replace it.

Skills-gap forecastingCareer-path analysisTalent mobilityRole readinessLearning recommendationsWorkforce capability forecastingEmerging talent identification
04What should we consider doing next?

Prescriptive Analytics

Translate insight into possible actions.

Recommended learning pathwaysSuitable mentorsRelevant projectsCareer opportunitiesInternal mobility opportunitiesTeam combinationsDevelopment interventionsCapability-building programmes
Our talent intelligence framework

Talent as a living, multidimensional system.

Our framework considers twelve dimensions of human potential.

Dimension
Skills
Technical, professional, transferable and emerging skills
Knowledge
Academic, professional and experiential knowledge
Experience
Employment, projects, volunteering and entrepreneurship
Behaviour
Working preferences, collaboration and behavioural patterns
Interests
Areas of curiosity, motivation and engagement
Aspirations
Career, learning and personal development goals
Performance
Evidence from projects, work and achievement
Learning
Courses, credentials, development and learning behaviour
Network
Mentors, collaborators, communities and professional relationships
Opportunity
Potential roles, projects, learning and entrepreneurial pathways
Readiness
Current ability to transition into new responsibilities
Potential
Possible future directions based on multidimensional evidence
The Talent Intelligence Profile

Move beyond the traditional résumé.

A dynamic representation of an individual's evolving capabilities and potential. The profile evolves as the individual evolves.

01

Identity & Background

Education, experience, location, languages and professional history.

02

Skills & Competencies

Current capabilities, demonstrated strengths and emerging skills.

03

Behavioural Profile

How an individual approaches work, learning, collaboration and problem-solving.

04

Projects & Evidence

Real-world evidence of capability through projects, portfolios and achievements.

05

Learning Journey

Courses, credentials, learning interests and development activity.

06

Career & Opportunity Preferences

Preferred industries, roles, environments and working models.

07

Network & Collaboration

Mentors, communities, collaborators and professional relationships.

08

Future Potential

Possible development pathways, opportunities and capability adjacencies.

Who we work with

One framework, five vantage points.

Individuals

Help people understand their strengths, capabilities, development gaps and possible pathways.

Self-discoveryCareer developmentSkills planningLearning recommendationsOpportunity discoveryPortfolio development

Employers

Build deeper visibility into organisational capability.

Workforce skills mappingInternal talent discoverySuccession planningWorkforce developmentSkills-gap analysisTalent mobilityTeam compositionWorkforce planning

Universities & Education Institutions

Understand the development of learners beyond academic results.

Student talent profilingGraduate readinessEmployability intelligenceSkills mappingCareer pathway recommendationsLearning analyticsIndustry alignmentAlumni talent intelligence

Government & Public Institutions

Understand talent at population and ecosystem level.

National talent mappingRegional skills intelligenceWorkforce developmentYouth potential mappingFuture skills forecastingTalent mobility analysisEducation-to-employment transitionHuman capital policy intelligence

Communities & Ecosystems

Map capabilities across communities and connect people with opportunities to contribute.

Community talent mappingMentor discoverySkills exchangeProject collaborationLocal opportunity matchingCommunity capability development
Our solutions

Systems for talent intelligence.

Talent Intelligence Platform

A unified environment for collecting, structuring, analysing and interpreting multidimensional talent information.

  • Talent profiles
  • Skills graphs
  • Capability mapping
  • Assessment
  • Talent segmentation
  • Opportunity matching
  • Development recommendations
  • Talent dashboards
  • Organisational analytics

Talent Analytics Dashboard

Transform talent data into decision-ready intelligence.

  • Talent distribution
  • Skills concentration
  • Skills gaps
  • Readiness
  • Talent pipelines
  • Mobility
  • Learning activity
  • Opportunity demand
  • Emerging competencies

Talent Mapping

Map the capabilities available across an organisation, institution, community, region or industry.

  • What capabilities already exist?
  • Where are they located?
  • Which capabilities are scarce?
  • Where are future shortages likely?
  • Which groups possess adjacent capabilities?
  • Where should development investment be directed?

Skills Intelligence

Build a continuously evolving view of skills.

  • Existing skills
  • Emerging skills
  • Adjacent capabilities
  • Skills relationships
  • Skills gaps
  • Future skill demand
  • Learning pathways
  • Talent mobility possibilities

Talent Assessment

Design multidimensional assessments that move beyond conventional testing.

  • Capability
  • Interests
  • Behaviour
  • Motivation
  • Readiness
  • Learning orientation
  • Collaboration
  • Problem-solving
  • Creativity
  • Leadership
  • Entrepreneurial orientation

Talent Development Intelligence

Connect assessment with development: Learn → Practise → Collaborate → Demonstrate → Progress.

  • Courses
  • Mentors
  • Projects
  • Communities
  • Assignments
  • Credentials
  • Work opportunities
How Talent Analytics differs

A broader perspective than HR or people analytics.

People Analytics typically focuses on the workforce. HR Analytics typically supports human-resource management. Talent Analytics looks at human capability itself.

HR Analytics
People Analytics
Talent Analytics
HR processes
Workforce behaviour
Human capability
Recruitment
Engagement
Skills
Turnover
Performance
Potential
Compensation
Productivity
Development
Headcount
Organisational outcomes
Opportunity
HR operations
Employee insights
Talent ecosystems

Talent Analytics can extend beyond employees to include:

StudentsGraduatesFreelancersEntrepreneursIndependent professionalsCommunity talentCreatorsResearchersExperienced professionalsRetirees and mentors
Intelligence for the talent economy

The strategic question is no longer how many workers we have.

As routine tasks become automated, institutions need better ways to understand distinctly human capabilities — and how potential can be continuously developed and deployed.

JudgmentCreativityAdaptabilityCollaborationEntrepreneurshipCommunicationLeadershipDomain expertiseLearning agility
Responsible talent intelligence

Talent as subject, not object.

People should have greater visibility into their own capabilities and agency over their development. Human data carries significant responsibility.

Privacy

Individuals should understand how their information is collected and used.

Transparency

Analytical models and recommendations should be explainable where practical.

Human Agency

Analytics should inform decisions rather than automatically determine people's futures.

Fairness

Systems should be evaluated for bias and unintended exclusion.

Data Minimisation

Only relevant data should be collected.

Security

Talent information should be appropriately protected.

Continuous Validation

Analytical models should be monitored and tested as populations and contexts change.

Our work

Research, platforms, models and programmes.

Talent Intelligence Strategy

Designing institutional frameworks for understanding talent.

Talent Data Architecture

Structuring multidimensional human-capability data.

Analytics & Dashboard Development

Transforming talent datasets into decision-support tools.

Skills Intelligence

Mapping current and emerging capabilities.

Assessment Design

Developing multidimensional talent assessment systems.

Talent Ecosystem Mapping

Understanding the relationship between people, institutions, industries and opportunities.

Research & Foresight

Studying emerging changes affecting talent, skills and work.

Platform Development

Building digital systems that connect talent intelligence with learning and opportunity.

Research areas
  • How should human potential be measured?
  • How will AI change skills and careers?
  • What does employability mean in an AI-driven economy?
  • How should organisations identify emerging capabilities?
  • How can talent data support national development?
  • How can learning become more personalised?
  • How can independent workers participate in talent ecosystems?
  • How can talent systems preserve human agency?
  • How should governments understand national capability?
  • What does the future talent economy look like?
The future: talent intelligence infrastructure

Make human potential more visible.

Opportunities should increasingly find people based on what they can contribute, rather than simply where they studied or which job titles they previously held.

Our vision

A world where every individual has greater visibility into their capabilities, possibilities and pathways for development. Where organisations understand people beyond job titles, education connects directly with capability, and opportunities can discover previously invisible talent.

Our mission

To develop the analytics, intelligence systems and infrastructure required to better understand, develop and connect human potential.

Talent Analytics

Understand Talent. Discover Potential. Create Opportunity.