Neutral comparison · QLM category creation

Skills Taxonomy vs Skills Intelligence

A skills taxonomy names capabilities. Skills intelligence shows what evidence supports them.

Fair comparison

A taxonomy is language infrastructure; skills intelligence is evidence infrastructure.

A skills taxonomy organizes skill language across jobs, learning paths, and workforce planning.

QLM adds performance evidence, recency, confidence, and transfer signals so skill claims are easier to trust.

Comparison table

QuestionSkills taxonomyQLM
Primary questionWhat should we call this skill?What evidence shows the skill is current and transferable?
Core artifactSkill dictionary, hierarchy, tags, job mappings.Performance evidence, profile updates, readiness signals.
Best useStandardizing language.Making skill decisions more defensible.

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