Enterprise authority hub · QLM category creation

Skills Intelligence Platform Built on Performance Evidence

Skills intelligence should be grounded in what people can actually do, not only what they completed or self-reported.

Category thesis

Skills intelligence needs evidence, not just taxonomies.

Organizations are building skills taxonomies and talent marketplaces, but the evidence behind each skill is often uneven, stale, or inferred from weak proxy data.

Self-assessments, resumes, course completions, and manager ratings can help orient talent decisions, but they can overstate or understate real capability.

What institutions can evaluate

ReasoningWhat the learner triedPredictions, decisions, explanations, and revisions are captured as evidence.
InterventionWhat support is neededTeachers and leaders see patterns that help prioritize next actions.
PortabilityWhat can travelEvidence can become part of a living skills profile instead of disappearing after completion.

Pilot shape

A pilot should produce evidence, not just usage.

A skills intelligence pilot should map one capability model to a small set of performance tasks and review how evidence changes talent decisions.

  • Define the learner or workforce outcome.
  • Run a small cohort through simulation or tutoring workflows.
  • Review evidence with educators, leaders, and learners.
  • Decide what intervention or rollout follows.

Related QLM paths

Keep building the category map.

GlossarySkills IntelligenceDefine skills intelligence and learn how QLM grounds skill insights in performance evidence, not weak proxy signals.Category hubLiving Skills ProfileQLM living skills profiles turn assessments, simulations, tutoring, and workforce tasks into portable evidence of demonstrated capability.Enterprise use caseTalent Mobility Skills ProfileQLM living skills profiles help talent teams match people to opportunities using evidence of capability and transfer.

FAQ

Questions this page answers.

Can QLM support an existing skills taxonomy?

Yes. QLM can align assessment evidence to an existing taxonomy without requiring a full replacement of HR or learning systems.

Why use performance evidence?

Because decisions about readiness, mobility, and intervention are stronger when they are tied to demonstrated capability.

Next step

Turn the category into a pilot.

Use this path when you want a pilot, research partnership, or product walkthrough.

Explore skills intelligence →