Skills Visibility & Insights

See the Skills Reality Behind AI Transformation

AI transformation changes skills faster than org charts and job descriptions can keep up. Managers need skills visibility that reflects how work is actually getting done—not static snapshots or outdated assumptions.

The WorkforceAI Skills Visibility & Insights capability gives managers a clear, current view of skills readiness, skills risk, and emerging capabilities across their teams.

Why Skills Visibility Matters to Managers

AI Accelerates Skills Drift

As AI adoption increases, skills drift becomes inevitable. Roles evolve, responsibilities blur, and informal skill development often goes unnoticed.

• Skills gaps remain hidden until performance suffers
• Critical expertise becomes concentrated in too few individuals
• Managers are forced to react instead of plan

Visibility Enables Confident Leadership

With clear skills insight, managers can lead with credibility and confidence—grounding decisions in evidence rather than intuition.

• Understand who can do what today
• Identify where support or development is needed
• Lead informed conversations about growth and readiness

What WorkforceAI Makes Visible

Current Skills and Capability Coverage

• See which skills are well covered
• Identify single-point-of-failure capabilities
• Understand skill concentration and exposure

Emerging and At-Risk Skills

• Detect early signals of future capability gaps
• Anticipate skills obsolescence
• Prepare teams for evolving roles

Outcome: Clarity, Confidence, and Control

• Clear visibility into skills readiness
• Confidence in decision-making
• Control over skills risk and capability evolution

This is how AI-ready teams are built—and sustained.