Skill Validation

Trust your skill data because it has been verified

The Problem

Skill data is self-reported and unverified. Employees overestimate some skills and forget to list others. Managers cannot trust profiles for staffing decisions.

The Solution

AI that validates skill proficiency through evidence analysis, targeted assessments, peer endorsements, and smart employee engagement.

Auditing current validation coverage Knowledge Graph
Cross-referencing work evidence Retrieval & Embedding
Generating targeted assessments Intelligent Tools
Computing proficiency scores Personalization Engine
Deploying validation workflows Business Logic Engine
Skill Validation Agent Interactive Demo
ACTIVE
Workforce Context Engine
Knowledge Graph

2.4M skill nodes and 18.7M relationships mapping people, jobs, and skills across your organization.

Retrieval & Embedding

Vector-based semantic search finds the right people through meaning, not keywords.

Intelligent Tools

14 specialized tools for matching, predicting, and acting on workforce data.

Personalization Engine

Connects people to roles, learning, and mentors based on skills and goals.

Business Logic Engine

Policy enforcement, approval workflows, and audit trails for every AI action.

Measurable Impact

70% Skills validated within 10 weeks
78% Employee assessment completion rate
5x Improvement in data-driven staffing
FAQ

Common questions

How does the agent validate skills beyond self-assessment?

It uses multiple evidence signals: work output analysis, project outcomes, peer endorsements, assessment scores, certification completions, and manager observations. Skills backed by multiple evidence types get higher confidence scores.

Can it create adaptive assessments?

Yes. The agent generates skill assessments that adapt difficulty based on the test-taker's responses. This efficiently validates proficiency level without wasting time on too-easy or too-hard questions.

How does it handle skills that are hard to test formally?

For soft skills and leadership competencies, the agent uses behavioral evidence – collaboration patterns, meeting dynamics, peer feedback themes, and project leadership outcomes – rather than formal testing.

Does it issue certifications or badges?

It can generate validated proficiency badges that update based on ongoing evidence. Unlike one-time certifications, these reflect current capability rather than what someone demonstrated months ago.

How does validated skill data improve other HR processes?

Validated skills make every downstream process more accurate – matching, succession, career pathing, and workforce planning all benefit from knowing what people can actually do vs. what they claim.

Skill data you can actually trust

AI-powered validation that turns self-reported skills into verified, scored proficiency data.