Skills Foundation

Skills Assessment

Multi-method assessment including self, manager, peer, and AI-generated skill evaluations. Build accurate skill profiles across your organization.

Multi-Source Validation

Combine self-assessment with manager validation, peer feedback, and AI inference for accurate, trusted skill profiles.

Assessment Methods

Multiple data sources for accurate profiles

Self-Assessment

Employees rate their own skills against the taxonomy. Quick, scalable way to capture initial data.

Guided proficiency selection
Evidence & examples capture

Manager Validation

Managers review and validate employee self-assessments. Add context and calibrate ratings.

Review & adjust ratings
Add development notes

Peer Feedback

Colleagues provide input on skills demonstrated in collaboration. 360° perspective on capabilities.

Anonymous options
Targeted skill feedback

AI Inference

AI suggests skills based on job history, projects, and learning completed. Fill gaps in self-reported data.

Resume/CV parsing
Project history analysis
Key Features

Build trusted skill profiles at scale

AI Quiz Generation

Generate skill assessments automatically. Calibrated questions for each proficiency level.

Confidence Scores

Track assessment confidence based on data sources and recency. Know which profiles need updating.

Scheduled Refresh

Automated reminders for skill profile updates. Keep data current without manual chasing.

Calibration

Compare ratings across teams and departments. Identify and address calibration issues.

Certification Tracking

Link external certifications to skills. Auto-update profiles when certifications are completed.

Privacy Controls

Employees control visibility of certain skills. Balance transparency with privacy.

Workflow

Assessment workflow

A structured process that balances employee input with validation and AI assistance.

Continuous Updates

Skills profiles evolve over time. New projects, learning, and feedback continuously refine the picture.

1

Employee Self-Assessment

Employee rates skills and provides evidence

2

AI Enhancement

AI suggests additional skills from data sources

3

Manager Review

Manager validates, adjusts, and adds context

4

Profile Published

Validated profile available for talent matching

Measurement Framework

Five-Level Proficiency Scale

A standardized scale that ensures consistent skill measurement across your entire organization.

1

Foundational

Basic awareness and understanding. Can perform simple tasks with guidance.

2

Developing

Working knowledge. Can apply skill in routine situations with some support.

3

Proficient

Solid competency. Independently applies skill in most situations.

4

Advanced

Deep expertise. Handles complex situations and mentors others.

5

Expert

Authority level. Sets standards, innovates, and leads organizational capability.

AI-Powered

Intelligent Skill Inference

WeSoar AI analyzes multiple data sources to suggest skills employees may not have self-reported, creating more complete profiles.

Human-in-the-Loop

All AI-inferred skills are suggestions only. Employees and managers validate before skills become part of the official profile.

Data Sources for Inference

CV/Resume Analysis

Extract skills from uploaded documents

Learning History

Completed courses and certifications

Project History

Skills demonstrated in past assignments

Role Requirements

Skills expected for current position

Assessment Types

Multiple assessment methods for accuracy

Skills Assessment

Evaluate technical and functional skills against defined proficiency levels.

  • ✓ Self-assessment with confidence indicators
  • ✓ Manager validation and calibration
  • ✓ Peer feedback integration
  • ✓ Evidence-based verification

Competency Assessment

Evaluate behavioral competencies with observable indicators.

  • ✓ Behavioral indicator-based rating
  • ✓ 360-degree feedback option
  • ✓ Situational examples capture
  • ✓ Development action linking

Psychometric Assessment

HEXACO personality model for leadership and culture fit insights.

  • ✓ 84-item validated questionnaire
  • ✓ Available in English and Arabic
  • ✓ AI-driven scoring and insights
  • ✓ Linked to succession planning

Knowledge Assessment

AI-generated quizzes and tests for objective skill verification.

  • ✓ Auto-generated from skill definitions
  • ✓ Adaptive difficulty levels
  • ✓ Proctoring options available
  • ✓ Certification tracking
Common Questions

Frequently Asked Questions

What assessment methods does WeSoar support?

WeSoar supports multiple assessment methods: self-assessment, manager assessment, peer endorsements, 360-degree feedback, certification tracking, and AI-inferred skills based on project history and work outputs.

How accurate is AI-inferred skill assessment?

AI-inferred skills are suggestions based on work history, training completed, and project involvement. They're presented as 'likely skills' for human validation, not automatic assignments. Accuracy improves as more data is collected.

Can we integrate external assessment tools?

Yes. WeSoar integrates with third-party assessment platforms for technical skills testing, psychometric assessments, and certification verification. Results flow into the unified skills profile.

How do we handle skill level disputes?

WeSoar provides a calibration workflow where managers can review and adjust skill ratings. The system maintains an audit trail of all assessments and changes for transparency.

Ready to build accurate skill profiles?

See how WeSoar can help you assess and track skills across your organization.