1
MCQ Assessment
- Knowledge testing
- GGKI-aligned questions
- Auto-scoring
Training Manual — Section 44
Global Training Assessment & Certification Engine
The complete assessment framework — MCQs, practical tasks, case studies, AI viva, project submissions, scoring logic, certification levels, dashboards, and global recognition.
01
System Overview
Purpose
Create a global, standardized assessment and certification system that ensures accurate evaluation, fair scoring, practical skill validation, AI-supported assessment, global recognition, and industry alignment.
System Components
Assessment typesScoring engineCertification levelsCertification typesAI assessment assistantCertification dashboardsDocumentation templates
02
Assessment Types
2
Practical Task Assessment
- Real factory tasks
- QC tasks
- Fabric tasks
- Production tasks
3
Case Study Assessment
- Defect case studies
- Fabric case studies
- Production case studies
- Sustainability case studies
4
AI Viva Assessment
- AI-driven oral exam
- Scenario-based questions
- Real-time evaluation
5
Project Submission Assessment
- Factory improvement project
- QC improvement project
- Sustainability project
- AI automation project
03
Assessment Structure (Universal Format)
Each assessment includes the following:
1Purpose
2Learning outcomes
3Assessment type
4Difficulty level
5Instructions
6Evaluation criteria
7Scoring logic
8Pass/fail criteria
9Feedback
10Certification mapping
04
Scoring Engine
Scoring Categories
Knowledge (MCQ)30%
Practical skills30%
Case studies20%
AI viva10%
Project submission10%
Scoring Levels
Platinum90–100%
Gold80–89%
Silver70–79%
Bronze60–69%
Fail<60%
Pass Criteria
Minimum 70% overall score.
05
Certification Levels
1
Foundation Certification
- Basic garment knowledge
- Basic QC knowledge
- Basic fabric knowledge
2
Intermediate Certification
- Construction
- Fabric testing
- QC processes
- Production basics
3
Advanced Certification
- Defect analysis
- Testing interpretation
- IE tools
- Factory improvement
4
Expert Certification
- Technical leadership
- QC leadership
- Fabric leadership
- Production leadership
- Sustainability leadership
06
Certification Types
1
QC Inspector Certification
- Inline QC
- End-line QC
- Defect identification
- Measurement accuracy
2
Garment Technician Certification
- Construction
- Fit
- Pattern
- Technical packages
3
Fabric & Testing Certification
- Fabric inspection
- Testing requirements
- Lab processes
4
Production Supervisor Certification
- Line balancing
- Efficiency
- WIP control
5
Sustainability Certification
- Chemical safety
- Eco-testing
- Waste management
6
AI Garment Specialist Certification
- AI QC
- AI defect analysis
- AI workflows
- AI factory automation
07
Certification Workflow
1
Step 1 — Enrollment
- Select course
- Select certification
- Register
2
Step 2 — Learning
- Complete modules
- Complete assignments
3
Step 3 — Assessment
- MCQ
- Practical
- Case study
- AI viva
- Project
4
Step 4 — Scoring
- Auto-scoring
- AI scoring
- Manual scoring
5
Step 5 — Certification
- Certificate generation
- Digital badge
- Global recognition
08
Certification Dashboards
Dashboard Features
- Assessment scores
- Category breakdown
- Certification progress
- AI feedback
- Improvement suggestions
- Certificate download
- Digital badge
Dashboard Users
StudentsFactory workersSupervisorsManagersUniversities
09
Certification Documentation Templates
Assessment report
Certification report
Practical task sheet
Case study sheet
AI viva sheet
Project submission sheet
Certificate template
10
AI Assessment Assistant
AI Capabilities
Generate MCQs
Evaluate case studies
Evaluate practical tasks
Conduct AI viva
Score assessments
Suggest improvements
Generate certification reports
AI Strength — fast, accurate, consistent assessment & certification.
11
Global Recognition System
Recognition Includes
- Digital certificate
- Digital badge
- Global verification ID
- Buyer recognition
- University recognition
- Industry recognition
Outcome — NOSK Life becomes the global standard for garment certification.
12
Certification Roadmap (2026–2036)
1
Phase 1
Assessment engine
2
Phase 2
Certification engine
3
Phase 3
AI assessment assistant
4
Phase 4
Predictive assessment engine
5
Phase 5
Global certification network
From assessment to global credential
The certification engine connects to modules, exams, and your certificate library.