Which skills will the economy need next?
Connect economic growth, occupations, sectors, education, and labor demand to understand where future capability requirements are forming.
Workforce, skills and human capital
Build the workforce your future depends on.
Llumen connects workforce, skills, talent, education, training, and economic demand in one operating environment.
See where capability exists. Identify where gaps are forming. Measure which interventions are working. Plan for what the economy needs next.
Workforce gaps form long before they become shortages.
Data
See the workforce as one connected system.
Workforce intelligence spans employment systems, education, training programs, employers, economic data, and government entities—and Llumen unifies these sources while preserving the relationships between people, skills, occupations, sectors, locations, programs, and outcomes.
Workforce domains
From the systems already shaping the workforce
Llumen works on top of HR, rostering, learning, and operational systems without flattening the relationships between people, skills, and demand.
Government databases
HR systems
Education systems
Job platforms
Surveys
Training platforms
Economic data
Employer data
Documents
AI
See gaps forming. Understand what is driving them.
Llumen continuously analyzes workforce conditions to surface changing demand, emerging shortages, underused talent, and interventions that require attention.
From identifying a skills gap to understanding which intervention can close it.
People
Give every decision-maker the workforce they need to understand.
The same underlying workforce can support very different decisions.
Economic policy maker
Understand how skills supply aligns with the sectors and industries driving future economic growth.
Labor policy maker
Track participation, employment, workforce demand, and emerging labor-market gaps.
Workforce strategist
Identify capability shortages and determine where recruitment, development, or redeployment is needed.
Training program director
Understand which programs lead to employment, progression, and measurable skills outcomes.
Talent development lead
Identify priority capabilities and build pathways around future workforce requirements.
Government leadership
See workforce capacity, national priorities, skills gaps, and program impact in one operating picture.
Clients
