3 min read

“Skills-based” has become one of the most popular terms in HR technology. Yet not all skills-based solutions work in the same way.

Many platforms still rely heavily on matching keywords between employee profiles and job descriptions. That may create the appearance of skills-based talent management, but matching words is not the same as understanding skills.

For CHROs, this distinction matters. The goal is not to build a larger skills database. The goal is to make better workforce decisions.

AI is Changing Jobs from Within

Organizations have traditionally managed talent through jobs. But jobs are becoming increasingly fluid.

As AI becomes embedded in daily work, tasks are automated, augmented, and redesigned. Employees develop new capabilities long before they appear in job descriptions, competency frameworks, or workforce plans.

The World Economic Forum’s Future of Jobs Report 2025 estimates that 39% of workers’ existing skill sets will be transformed or become outdated between 2025 and 2030. This makes understanding how capabilities are changing within roles increasingly important for workforce planning.

As a result, two employees with the same title may perform very different work, while employees in different functions may develop similar capabilities. The challenge for HR leaders is no longer simply understanding jobs. It is understanding how workforce capabilities are evolving in real time.

Why keywords are no longer enough

Many capabilities remain hidden because employees describe their skills differently or develop them through projects, experience, and learning rather than formal roles.

A keyword can identify that the same phrase appears twice. It cannot determine:

• Whether skills are transferable.
• How relevant a capability is in a different context.
• Which adjacent opportunities might exist.
• What potential an employee has beyond their current role.

This is why effective skills-based matching requires more than search. It requires an understanding of relationships between skills, occupations, experiences, and career pathways.

By shifting from role-based to skills-based talent decisions, organizations can reveal non-obvious career pathways. For example, capabilities developed in customer operations, such as process improvement, stakeholder management, and analytics, may align closely with the requirements of business transformation roles, unlocking valuable internal mobility opportunities.

The real value of workforce intelligence

The real value of Workforce Intelligence lies in its ability to provide leaders with a clear view of whether the organization has the capabilities required to execute its strategy. This is already becoming a boardroom concern. According to LinkedIn’s 2025 Workplace Learning Report, 49% of learning and talent development professionals report that executives are concerned their workforce lacks the skills needed to deliver on strategic priorities.

The most valuable skills platforms do not simply match people to jobs. They help organizations answer strategic questions:

• What capabilities do we have today?
• Which capabilities are emerging?
• Where are our future workforce gaps?
• Who can be reskilled or redeployed?
• How can we unlock internal talent before hiring externally?

These are not just matching questions; these are workforce intelligence questions.

Transparency is important, but human oversight is crucial

As AI increasingly influences talent decisions, transparency is important, but human oversight remains essential.

Employees, managers, and HR leaders should always be able to understand:

• Why a recommendation was made.
• Which skills contributed to the match.
• Which capabilities are missing.
• Where human judgment is needed to weigh the available information and  make a considered decision

AI should support better talent decisions, not make them on behalf of the people involved.

From skills data to workforce intelligence

The organizations that thrive in the age of AI will not be those with the largest skills databases. They will be those with the clearest understanding of workforce capability. They will know not only what their people do today but also know what they could do tomorrow. That is the real promise of skills-based workforce intelligence.

Continue the conversation at UNLEASH World Paris

We’ll be at UNLEASH World Paris on October 21–22, 2026.

Visit us at kiosk PB221 to continue the conversation about meaningful, transparent skills-based matching, or arrange a meeting with our team before the event.

MEET US AT UNLEASH