Skills Is the Data Layer
Every SkillOps Module
Is Built On.
The SkillOps Skills Graph — 70,000+ skills, 9,000+ certifications, continuously updated by AI — is the shared foundation that powers Skill Intelligence, Workforce Intelligence, and Work Intelligence. One Skills layer. Every decision.
Skills Taxonomy
70,000+ Skills. One Unified Ontology.
The most comprehensive skills taxonomy on the market — continuously updated from 50M+ real-world signals, organized into 6 major categories.
Skills Across Modules
How Skills Power Each Intelligence Module
The Skills Graph isn't just for Skill Intelligence — it's the shared data layer that makes every workforce decision in every module accurate and actionable.
Skills is the Foundation of Skill Intelligence
Every feature inside Skill Intelligence — assessments, gap analysis, career paths, talent finder — runs on top of the Skills Graph. Without the graph, there's no intelligence.
Skills Matrix
The Skills Graph renders as a real-time competency matrix — every employee mapped against the 70,000-skill taxonomy, with proficiency levels from AI inference and verified assessments.
Skills provide the rows (capabilities) and the proficiency scores (depth). The matrix is the Skills Graph made visual.
Gap Analysis
Gap Analysis compares a role's required skill set (from the taxonomy) against an employee's actual verified skills — producing a prioritized gap score with AI-recommended remediation.
Without a shared Skills taxonomy, gaps can't be calculated. Skills ensures every comparison uses the same 70,000-skill ontology.
AI Assessments
Assessment questions, competency frameworks, and scoring rubrics are generated from the Skills taxonomy — so every assessment maps directly to a measurable, standardized skill.
Skills feed the assessment engine. Every correct answer updates a skill's proficiency score in the live graph instantly.
Career Paths
Career path recommendations are calculated as the shortest skill distance between an employee's current profile and the target role's skill requirements — both defined in the Skills Graph.
Skills adjacency data powers career path logic. Related skills cluster together, so the AI can recommend realistic lateral moves.
Architecture
One Skills Graph.
Every Intelligence Module.
All three SkillOps intelligence modules read from and write to the same Skills Graph. When an assessment updates a proficiency level in Skill Intelligence, that change is immediately visible in Workforce Intelligence's demand forecast and Work Intelligence's staffing recommendations.
Single Source of Truth
One taxonomy, one graph, one proficiency model — used consistently across every module.
Real-Time Updates
Any change to a skill profile (assessment, CV parse, manager rating) propagates instantly across all modules.
AI Continuously Improves It
SoAI agents run continuously — extracting, verifying, and updating skills without human intervention.
Skills as the Shared Foundation
One Skills Graph. Three intelligence modules. Endless decisions.
Skill Intelligence
Workforce Intelligence
Work Intelligence
powered by
Skills Graph
70,000+ skills · 9,000+ certifications · 500+ job families
built from
Build workforce intelligence on a foundation that actually works.
70,000+ skills. Live graph. Zero manual taxonomy work.