How We Measure
A fair, structured and transparent evaluation system.
Every answer is evaluated fairly using official answer keys, 8 clear skill parameters, and built-in anti-cheat protections.
Descriptive and scenario questions.
A mix of practical scenarios and multiple-choice questions to assess real-world application, not just memorization.
Write a system prompt to distill a technical report into a summary.
Consistent rubric grading.
Written responses are evaluated against fixed scoring rubrics with no random grading drift.
Every answer is scored across 8 key parameters.
Written and spoken responses are evaluated across eight clear parameters to ensure consistent and fair scoring:
Enterprise calibration.
Our rubrics are informed by internal frameworks to ensure reliability without unverified claims.
Locked rules for accuracy and safety.
Automated checks verify key concepts, safety boundaries, and eliminate subjective or biased grading.
The 8 Standardized Rubric Parameters
Every open-ended answer is graded exclusively across these 8 defined criteria:
Accuracy
Technical correctness and factual validity
Evidence
Factual backing, concrete examples, and verified references
Depth
Nuance, detail, and conceptual grasp
Practical Application
Feasibility in real workplace workflows
Risk Awareness
Identification of AI limitations, failure modes, and mitigation
Ethical Awareness
Bias, transparency, and responsible AI principles
Clarity
Structured, unambiguous articulation
Completeness
Thorough coverage of all required components
Readiness Profile
A clear picture of your capabilities.
Your assessment has been evaluated and mapped across four key domains, showing your strengths, areas for improvement, and recommended next steps.
Overall Readiness
Your current level of AI literacy and readiness based on your assessment responses.
You have a strong understanding of AI concepts and can apply them in many real-world situations.
Domain Scores
Your performance across the four assessment domains.
AI Foundations
Understanding core concepts.
Functional AI
Applying AI effectively.
Compliance & Ethics
Responsible and ethical AI use.
Security & Risk
Understanding risks and privacy.
Your Strengths
Areas where you performed well and can confidently apply your knowledge.
Core AI Concepts
Strong understanding of fundamentals.
Real-world Application
Good ability to identify use cases.
Ethical Awareness
Clear understanding of responsible use.
Areas to Improve
Topics to focus on to further develop your capabilities.
Security and Risk Management
Strengthen understanding of data privacy.
Regulatory Compliance
Learn more about AI regulations.
Advanced Tool Usage
Build deeper hands-on experience.
Recommended Steps
Personalized learning modules based on your results.
AI Security Basics
Video • 20 min • Beginner
AI Regulations and Compliance
Video • 25 min • Intermediate
Applied Practice with AI Tools
Hands-on • 30 min • Intermediate
Score Band Calibration
Standardized cut scores establish clear capability tiers across all 4 domains:
Framework Alignment
Curriculum and assessment criteria map to recognized global workforce standards: