Assessment Framework
AKG Skills follows a structured, technology-enabled assessment framework designed to ensure integrity, transparency, and full regulatory compliance across all evaluation processes. Our framework integrates methodology, monitoring, quality controls, and digital systems to deliver reliable and standardised assessment outcomes at scale.
Assessment Design & Strategy
Every engagement begins with a well-defined assessment design aligned with approved qualifications, QP/NOS standards, and learning outcomes.
AKG Skills follows a competency-based assessment approach designed to ensure:
- Objective evaluation
- Standardised marking
- Clear pass criteria
- Outcome-based measurement
- Fair and unbiased assessment practices
Each assessment is mapped to prescribed qualification outcomes and competency benchmarks.
Assessment strategies are developed based on Qualification Pack (QP) requirements, National Occupational Standards (NOS), weightage distribution, competency levels, and theory–practical ratio. The strategy defines assessment structure, marking criteria, pass criteria, assessment duration, and mode of delivery — ensuring reliability, validity, and fairness.
Pre-Assessment Preparation
Rigorous preparation ensures assessment readiness at every level — from question bank to candidate management.
- Question bank development and SME validation
- Randomised question selection from secure, categorised banks with difficulty-level mapping
- Batch creation and candidate registration
- Assessor and proctor allocation based on sector expertise and geographic location
- Conflict of interest checks and compliance verification prior to deployment
Assessment centre readiness checks and logistics coordination
Assessment Execution
Assessments are conducted in both online and offline modes following documented SOPs to ensure uniformity and fairness across all locations.
Theory Assessment
- MCQ and structured question formats
- Online platform or OMR offline delivery
- Multilingual capability
- Secure, time-bound examination environment
- Randomisation and question bank-based selection
Practical Assessment
- Task-based evaluation against observation checklists
- Hands-on skill and workplace competency testing
- Viva voce and tool / equipment validation
- Standardised marking schemes for objectivity
- Assessors evaluate against predefined competency criteria
Monitoring & Supervision
To maintain transparency and credibility, AKG Skills implements multi-layered monitoring mechanisms throughout the assessment lifecycle:
- Digital monitoring tools and live batch tracking
- Geo-tagged evidence capture (where applicable)
- AI-assisted remote proctoring and face recognition for online assessments
- Aadhaar / ID verification for candidate authentication
- Video and photographic evidence capture
- Assessor activity tracking and audit trails
- Surprise inspections at assessment centres
- Candidate feedback mechanisms
These systems ensure compliance with assessment protocols and actively prevent malpractices.
Quality Assurance Mechanism
AKG Skills operates under an Internal Quality Assurance framework that includes:
- Standard Operating Procedures (SOPs) for every stage of the assessment lifecycle
- Conflict of Interest safeguards in all personnel deployment decisions
- Confidentiality agreements with assessors, proctors, and SMEs
- Regular internal reviews, audit checks, and compliance reviews
- Documentation control and periodic policy review
- Score cross-verification, data reconciliation, and validation checks
- Assessor performance evaluation and corrective action where required
This framework ensures reliability, fairness, and regulatory compliance at every stage.
Reporting & Certification
AKG Skills follows a structured, secure, and time-bound result processing mechanism.
- Assessment data undergoes cross-verification, validation, and score reconciliation
- Only verified and authenticated data is processed for finalisation
- Results declared within defined timelines — with accuracy, transparency, and confidentiality
- Candidate-level score reports and proper documentation maintained
- All records securely maintained as per data retention policies
- Structured performance analytics generated for stakeholders
Performance analytics include: pass percentage analysis, sector-wise performance review, candidate-level score reports, and assessment centre performance metrics — supporting continuous improvement and stakeholder insights.
Technology Integration & Platform Capabilities
Technology plays a critical role in enhancing efficiency and transparency across AKG Skills’ assessment operations.
AKG Skills integrates technology through:
- Secure assessment platforms
- Data management systems
- Encrypted storage of assessment records
- Controlled access to question banks
- Audit trails and reporting systems
All digital processes are aligned with data protection and confidentiality standards.
Software Platform Capabilities
- Question bank management — creation, categorisation, difficulty mapping, and version control
- Candidate and batch management — registration, allocation, and pre-assessment verification
- Live assessment tracking — real-time dashboards and monitoring tools
- AI-based remote proctoring and face recognition with eye and screen movement tracking
- Aadhaar / ID verification integration for candidate authentication
- Evidence capture — video recording, geo-tagging, and photo documentation
- Automated marking and score processing aligned with QP/NOS criteria
- Assessor reports, questions reports, and auto-allocation of marks as per QP
- MIS and automated reporting — pass percentage, sector-wise analytics, centre performance
- Data encryption, role-based access control, and secured exam browser
- Multi-platform support — Windows, web-enabled smartphones, and tablets