Explainable AI, Workforce Development
What Is Skills Intelligence?
Skills Intelligence is an enterprise system that transforms skills, job architecture, and career paths into actionable insights to optimize career development, upskilling, internal mobility, workforce planning, and long-term organizational health.
At Career Highways, that system is built on a governed, canonical data model that defines and connects:
- Roles
- Skills
- Career pathways
- Programs and certifications
- Individuals
- AI exposure and productivity impact
Not as disconnected data sets — but as one structured architecture.
That structure allows employers to clearly understand how work is evolving and how AI is impacting skills inside roles. It replaces fragmented job data with a common skills language and a governed framework for decision-making.
Why We Built It
Many organizations say they want to be skills-based. In practice, most are layering skills terminology on top of legacy job descriptions.
That is not enough.
If the relationships between roles, skills, learning, and workforce data are not structured and governed, leaders cannot confidently answer fundamental questions. Where are we exposed to AI? Which capabilities are increasing in value? Where should we invest in development?
Skills Intelligence creates the foundation underneath those decisions. It provides clarity before action. It establishes consistency across hiring, development, and workforce planning so strategy is aligned instead of fragmented.
AI Impacts Skills First
AI does not eliminate entire jobs in one move. It shifts the mix of skills within them.
Some skills are automated. Some are augmented. Others become more valuable.
Skills Intelligence helps employers understand that impact at the skill level and see the resulting productivity implications at the role level. It does not dictate how you transform your workforce. It gives you the structured visibility to decide how to upskill, redeploy, evolve roles, or adjust hiring strategy.
Without skill-level insight, AI conversations stay theoretical. With it, workforce decisions become deliberate.
How Employers Use Skills Intelligence
Employers use Skills Intelligence to operate as a true skills-based organization.
It strengthens skills-based hiring by grounding roles in defined skill requirements. It sharpens workforce development by identifying where upskilling investments will have the greatest impact. It improves internal mobility by aligning career paths to transparent skill progression. And it informs workforce planning by helping leaders understand how productivity and capability demand are shifting.
When skills are governed and visible, organizational health improves over time. Talent decisions become data-informed. Career development becomes clearer. Workforce transformation becomes intentional.
Aligned to the Future of Career Development
Career Highways was founded to empower individuals with visibility into lifelong career pathways.
That vision depends on employers defining work clearly and consistently.
When roles are structured around skills — and those skills are connected to programs, certifications, and evolving demand — individuals gain clarity about what to build next. Workforce partners align around a shared framework. Employers gain confidence in how they hire, develop, and deploy talent.
The future of career development is skills-based, dynamic, and connected to real labor market evolution.
Skills Intelligence provides the enterprise system that supports that future.
The Bottom Line
Skills Intelligence gives employers a governed, enterprise-grade system for understanding how skills drive work and how AI is reshaping capability demand.
It turns skills, job architecture, and career paths into actionable insight — so organizations can strengthen internal mobility, target upskilling, plan their workforce deliberately, and support long-term organizational health.
AI is accelerating change. Skills Intelligence provides the structure to lead through it.
In a national conversation about broken hiring systems, AI-driven screening, and growing frustration among job seekers, Liz Eversoll, CEO of Career Highways, points to a critical gap between policy intent and real-world execution. As governments signal support for skills-based hiring, employers still lack the infrastructure to operationalize those ideas at scale—leaving workers stuck in opaque, automated systems that fail to recognize real capability.
“Government can encourage skills-first practices, but employers need modern tools to put those policies into action. The future of work will be shaped by organizations that make skills transparent, pathways visible, and upskilling accessible to everyone.”
— Liz Eversoll, CEO, Career Highways